IEEE Congress on Evolutionary Computation, CEC 2016


Title/Authors Title Research Artifacts
[?] A research artifact is any by-product of a research project that is not directly included in the published research paper. In Computer Science research this is often source code and data sets, but it could also be media, documentation, inputs to proof assistants, shell-scripts to run experiments, etc.
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Key challenges and future directions of dynamic multi-objective optimisation

Mardé Helbig, Kalyanmoy Deb, Andries P. Engelbrecht

Key challenges and future directions of dynamic multi-objective optimisation

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State-space modeling and offline evolutive parameter estimation of a generic robotic platform

Leonardo B. Farconi, Ecyo Farias, Jose Montandon, Pedro Rogerio de P. Guimaraes, Nuno B. Barcellos, Leonardo C. Ramos, Rafael G. Lang, Ivan Nunes da Silva, Roseli A. F. Romero

State-space modeling and offline evolutive parameter estimation of a generic robotic platform

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A swarm intelligence based scheme for reduction of false positives in inferred gene regulatory networks

Abhinandan Khan, Goutam Saha, Rajat Kumar Pal

A swarm intelligence based scheme for reduction of false positives in inferred gene regulatory networks

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Fast algorithms inspired by Physarum polycephalum for node weighted steiner tree problem with multiple terminals

Yahui Sun, Saman Halgamuge

Fast algorithms inspired by Physarum polycephalum for node weighted steiner tree problem with multiple terminals

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A cone order sequence based multi-objective evolutionary algorithm

Yueming Lyu, Qingfu Zhang, Ka-Chun Wong

A cone order sequence based multi-objective evolutionary algorithm

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XCS-DH: Minimal default hierarchies in XCS

Tim Kovacs, Simon Rawles, Larry Bull, Masaya Nakata, Keiki Takadama

XCS-DH: Minimal default hierarchies in XCS

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Metaheuristic based battery control optimization of a photovoltaic system with grid connection

Jean Meunier, Julien Rohmer, Dominique Knittel, Pierre Collet

Metaheuristic based battery control optimization of a photovoltaic system with grid connection

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The paradox of multimodal optimization: Concepts vs. species in single and multi-objective problems

Amiram Moshaiov

The paradox of multimodal optimization: Concepts vs. species in single and multi-objective problems

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Improving the performance of the AFAMAP algorithm for Non-Intrusive Load Monitoring

Roberto Bonfigli, Marco Severini, Stefano Squartini, Marco Fagiani, Francesco Piazza

Improving the performance of the AFAMAP algorithm for Non-Intrusive Load Monitoring

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An opposition-based self-adaptive differential evolution with decomposition for solving the multiobjective multiple salesman problem

Jin Kiat Chong, Xin Qiu

An opposition-based self-adaptive differential evolution with decomposition for solving the multiobjective multiple salesman problem

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3D-RadVis: Visualization of Pareto front in many-objective optimization

Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb

3D-RadVis: Visualization of Pareto front in many-objective optimization

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A bilevel optimization approach to demand response management for the smart grid

Fan-Lin Meng, Xiao-Jun Zeng

A bilevel optimization approach to demand response management for the smart grid

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Proposal of search based on a user's preference direction using reference lines

Toshihiro Kishigami, Tomohiro Yoshikawa

Proposal of search based on a user's preference direction using reference lines

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A hybrid sequential sampling based metamodelling approach for high dimensional problems

Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote

A hybrid sequential sampling based metamodelling approach for high dimensional problems

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Truncated expected hypervolume improvement: Exact computation and application

Kaifeng Yang, André H. Deutz, Zhiwei Yang, Thomas Bäck, Michael T. M. Emmerich

Truncated expected hypervolume improvement: Exact computation and application

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An improved bat algorithm with variable neighborhood search for global optimization

Gaige Wang, Mei Lu, Xiang-Jun Zhao

An improved bat algorithm with variable neighborhood search for global optimization

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SMS-EDA-MEC: Extending Copula-based EDAs to multi-objective optimization

Luis Martí, Harold D. de Mello Jr., Nayat Sánchez Pi, Marley M. B. R. Vellasco

SMS-EDA-MEC: Extending Copula-based EDAs to multi-objective optimization

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A new irregular spatial cluster detection through multi-objective particle swarm optimization

Denis Xavier, Gladston Moreira, Eduardo Luz, Marcone J. F. Souza

A new irregular spatial cluster detection through multi-objective particle swarm optimization

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Handling inverse optimal control problems using evolutionary bilevel optimization

Varun Suryan, Ankur Sinha, Pekka Malo, Kalyanmoy Deb

Handling inverse optimal control problems using evolutionary bilevel optimization

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An effective method to find the k shortest paths in a generalized time-window network

Xiao-Bing Hu, Ming-Kong Zhang, Jian-Qin Liao, Hai-Lin Zhang

An effective method to find the k shortest paths in a generalized time-window network

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Evolutionary design of fuzzy logic controllers for medium access control in WBAN

Seyed Mohammad Nekooei, Gang Chen, Ramesh Kumar Rayudu

Evolutionary design of fuzzy logic controllers for medium access control in WBAN

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Enhancing interaction in the fireworks algorithm by dynamic resource allocation and fitness-based crowdedness-avoiding strategy

Junzhi Li, Ying Tan

Enhancing interaction in the fireworks algorithm by dynamic resource allocation and fitness-based crowdedness-avoiding strategy

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Decision template multi-label classification based on recursive dependent binary relevance

Thomas W. Rauber, Victor F. Rocha, Lucas H. Sousa Mello, Flávio Miguel Varejão

Decision template multi-label classification based on recursive dependent binary relevance

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Subgraph matching route navigation by UAV and ground robot cooperation

Yifeng Cai, Kosuke Sekiyama

Subgraph matching route navigation by UAV and ground robot cooperation

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A multi-agent genetic algorithm based on natural coding for emergency resources scheduling problems

Haolong Wu, Jing Liu

A multi-agent genetic algorithm based on natural coding for emergency resources scheduling problems

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Enhancing covariance matrix adaptation evolution strategy through fitness inheritance

Rung-Tzuo Liaw, Chuan-Kang Ting

Enhancing covariance matrix adaptation evolution strategy through fitness inheritance

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A contribution-guided discrete differential evolution algorithm for the quadratic multiple knapsack problem

Xiangling Zhao, Yun Dong, Lixin Tang

A contribution-guided discrete differential evolution algorithm for the quadratic multiple knapsack problem

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Enhancing distributed differential evolution with a space-driven topology

Yong-Feng Ge, Wei-jie Yu, Jing-Jing Li, Zhiwen Yu, Jun Zhang

Enhancing distributed differential evolution with a space-driven topology

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Automatically proving mathematical theorems with evolutionary algorithms and proof assistants

Li-An Yang, Jui-Pin Liu, Chao-Hong Chen, Ying-Ping Chen

Automatically proving mathematical theorems with evolutionary algorithms and proof assistants

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Leveraging evolutionary algorithms for dynamic multi-objective optimization scheduling of multi-tenant smart home appliances

Walid Trabelsi, Radhia Azzouz, Slim Bechikh, Lamjed Ben Said

Leveraging evolutionary algorithms for dynamic multi-objective optimization scheduling of multi-tenant smart home appliances

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Genetic improvement: A key challenge for evolutionary computation

William B. Langdon, Gabriela Ochoa

Genetic improvement: A key challenge for evolutionary computation

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Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization

Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães, António Gaspar-Cunha

Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization

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Applying PSO to natural language processing tasks: Optimizing the identification of syntactic phrases

George Tambouratzis

Applying PSO to natural language processing tasks: Optimizing the identification of syntactic phrases

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Multiobjective wind driven optimization approach applied to transformer design

Helon Vicente Hultmann Ayala, Emerson Hochsteiner de Vasconcelos Segundo, Luiz Lebensztajn, Viviana Cocco Mariani, Leandro dos Santos Coelho

Multiobjective wind driven optimization approach applied to transformer design

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Visual perception with color for architectural aesthetics

Michael S. Bittermann, Özer Ciftcioglu

Visual perception with color for architectural aesthetics

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Mathematical function optimization using a novel algorithm based on Newtonian field theory

Mohamed Bader-El-Den, Todd Perry

Mathematical function optimization using a novel algorithm based on Newtonian field theory

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Optimal sliding mode control for spacecraft rendezvous with collision avoidance

Licheng Feng, Qing Ni, Yuzhu Bai, Xiaoqian Chen, Yong Zhao

Optimal sliding mode control for spacecraft rendezvous with collision avoidance

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Using grouping genetic algorithm to mine diverse group stock portfolio

Chun-Hao Chen, Cheng-Yu Lu, Tzung-Pei Hong, Ja-Hwung Su

Using grouping genetic algorithm to mine diverse group stock portfolio

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Towards an improvement of variable interaction identification for large-scale constrained problems

Adan E. Aguilar-Justo, Efrén Mezura-Montes

Towards an improvement of variable interaction identification for large-scale constrained problems

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A multi-phase adaptively guided multiobjective evolutionary algorithm based on decomposition for travelling salesman problem

Ning Zhang, Xinye Cai, Zhun Fan

A multi-phase adaptively guided multiobjective evolutionary algorithm based on decomposition for travelling salesman problem

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Evolving a generalized strategy for an action-platformer video game framework

Karine da Silva Miras de Araujo, Fabrício Olivetti de França

Evolving a generalized strategy for an action-platformer video game framework

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Differential evolution with a two-stage optimization mechanism for numerical optimization

Zhi-Zhong Liu, Yong Wang, Shengxiang Yang, Zixing Cai

Differential evolution with a two-stage optimization mechanism for numerical optimization

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Virtualized-elastic-regenerator placement by firefly algorithm for translucent elastic optical networks

Kenji Yamazaki, Haruna Matsushita, Masahiko Jinno

Virtualized-elastic-regenerator placement by firefly algorithm for translucent elastic optical networks

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An immuno inspired proposal to solve the time series realization problem

Celso Pascoli Bottura, Mateus Giesbrecht

An immuno inspired proposal to solve the time series realization problem

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A subpopulation-based differential evolution algorithm for scheduling with batching decisions in steelmaking-continuous casting production

Wenjie Xu, Fei Zou, Lixin Tang

A subpopulation-based differential evolution algorithm for scheduling with batching decisions in steelmaking-continuous casting production

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Optimization of workload level estimation using selection of EEG channel connectivity

Kevin Ardian, Fumihiko Taya, Yu Sun, Anastasios Bezerianos, Tan Kay Chen

Optimization of workload level estimation using selection of EEG channel connectivity

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Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition

Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti

Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition

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Global optimization through randomized group search in contracting regions

Chao Yu, Dipti Srinivasan, Qing-Guo Wang

Global optimization through randomized group search in contracting regions

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A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem

Zhenbin Ye, Liang Feng, Yew-Soon Ong, Kai Liu, Chao Chen, Edwin Hsing-Mean Sha

A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem

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A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm

Fengji Luo, Jun Hua Zhao, Zhao Yang Dong

A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm

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An adaptive generative representation for evolutionary computation

Daniel Ashlock, James Montgomery

An adaptive generative representation for evolutionary computation

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FPGA implementation of improved ant colony optimization algorithm for path planning

Chen-Chien J. Hsu, Wei-Yen Wang, Yi-Hsing Chien, Ru-Yu Hou, Chin-Wang Tao

FPGA implementation of improved ant colony optimization algorithm for path planning

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Optimizing natural gas sensors allocation in oil platforms using genetic algorithms

Dinart Duarte Braga, Marco Aurélio Cavalcanti Pacheco

Optimizing natural gas sensors allocation in oil platforms using genetic algorithms

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Verification of thermo-dynamical genetic algorithm to solve the function optimization problem through diversity measurement - Diversity measurement and its application to selection strategies in genetic algorithms

Ryouei Takahashi

Verification of thermo-dynamical genetic algorithm to solve the function optimization problem through diversity measurement - Diversity measurement and its application to selection strategies in genetic algorithms

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Sensitivity of performance evaluation results by inverted generational distance to reference points

Hisao Ishibuchi, Hiroyuki Masuda, Yusuke Nojima

Sensitivity of performance evaluation results by inverted generational distance to reference points

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An adaptive output regulation approach for formation control of heterogeneous multi-agent systems

Shaobao Li, Meng Joo Er, Ning Wang, Chiang-Ju Chien

An adaptive output regulation approach for formation control of heterogeneous multi-agent systems

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Harmony search and virus optimization algorithm for multi-objective combined economic energy dispatching problems

Yun-Chia Liang, Josue Rodolfo Cuevas Juarez

Harmony search and virus optimization algorithm for multi-objective combined economic energy dispatching problems

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A memetic algorithm-based indirect approach to web service composition

Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang

A memetic algorithm-based indirect approach to web service composition

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A comparison of particle swarm optimization and genetic algorithms for a multi-objective Type-2 fuzzy logic based system for the optimal allocation of mobile field engineers

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

A comparison of particle swarm optimization and genetic algorithms for a multi-objective Type-2 fuzzy logic based system for the optimal allocation of mobile field engineers

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A hybrid genetic algorithm for color image denoising

Daniel Fajardo-Delgado, María Guadalupe Sánchez, Jesús Ezequiel Molinar-Solís, José Alberto Fernández-Zepeda, Vicente Vidal, Gumersindo Verdú

A hybrid genetic algorithm for color image denoising

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An investigation of tuning a memetic algorithm for cross-domain search

Düriye Betül Gümüs, Ender Özcan, Jason Atkin

An investigation of tuning a memetic algorithm for cross-domain search

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Image classification with stacked restricted boltzmann machines and evolutionary function array classification voter

Diyi Chen, Gang Liu, Cong Wu, Zhichen Jiang, Jie Chen

Image classification with stacked restricted boltzmann machines and evolutionary function array classification voter

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Knowledge-inducing MOEA/D for interval multi-objective optimization problems

Yi-Nan Guo, Jian Cheng, Zhen Yang, Chun Wang

Knowledge-inducing MOEA/D for interval multi-objective optimization problems

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Study of the approximation of the fitness landscape and the ranking process of scalarizing functions for many-objective problems

Gregorio Toscano, Kalyanmoy Deb

Study of the approximation of the fitness landscape and the ranking process of scalarizing functions for many-objective problems

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Bio-inspired BAT optimization algorithm for handwritten Arabic characters recognition

Ahmed T. Sahlol, Ching Y. Suen, Hossam M. Zawbaa, Aboul Ella Hassanien, Mohamed Abd Elfattah

Bio-inspired BAT optimization algorithm for handwritten Arabic characters recognition

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Evolutionary algorithms for classification of mammographie densities using local binary patterns and statistical features

Francine Burling-Claridge, Muhammad Iqbal, Mengjie Zhang

Evolutionary algorithms for classification of mammographie densities using local binary patterns and statistical features

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Efficient local search in traffic assignment

Gabriel de Oliveira Ramos, Ana L. C. Bazzan

Efficient local search in traffic assignment

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Heterogenous swarm with first and second order dynamics for function optimization

Heng Xiao, Toshiharu Hatanaka

Heterogenous swarm with first and second order dynamics for function optimization

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Distributed resource allocation as co-evolution problem

Sven Tomforde, David Meier, Anthony Stein, Sebastian von Mammen

Distributed resource allocation as co-evolution problem

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A decomposition based multiobjective evolutionary algorithm with classification

Xi Lin, Qingfu Zhang, Sam Kwong

A decomposition based multiobjective evolutionary algorithm with classification

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Multi-objective evolutionary algorithms embedded with machine learning - A survey

Zhun Fan, Kaiwen Hu, Fang Li, Yibiao Rong, Wenji Li, Huibiao Lin

Multi-objective evolutionary algorithms embedded with machine learning - A survey

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A satellite cluster data transmission scheduling method based on genetic algorithm with rote learning operator

Hao Chen, Yirong Zhou, Chun Du, Jun Li

A satellite cluster data transmission scheduling method based on genetic algorithm with rote learning operator

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A compact firefly algorithm for the variable selection problem in pharmaceutical ingredient determination

Lauro C. M. de Paula, Heber V. Nogueira, Anderson da Silva Soares, Telma Woerle de Lima, Clarimar José Coelho

A compact firefly algorithm for the variable selection problem in pharmaceutical ingredient determination

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Multi operators-based partial connected parallel evolutionary algorithm

Yuanjun Laili, Fei Tao, Lin Zhang

Multi operators-based partial connected parallel evolutionary algorithm

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Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems

Siwei Jiang, Liang Feng, Chen Kim Heng, Quoc Chinh Nguyen, Yew-Soon Ong, Nengsheng Allan Zhang, Puay Siew Tan

Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems

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Tiled EvoLisa image evolution with blending triangle brushstrokes and gene compression DE

Ales Zamuda, Uros Mlakar

Tiled EvoLisa image evolution with blending triangle brushstrokes and gene compression DE

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A genetic programming approach to modeling power losses of Insulate Gate Bipolar Transistors

Nicola Femia, Mario Migliaro, Antonio Della Cioppa

A genetic programming approach to modeling power losses of Insulate Gate Bipolar Transistors

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Exploration enhancement in ensemble micro-differential evolution

Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh

Exploration enhancement in ensemble micro-differential evolution

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An evolutionary sampling approach with adaptive Levy probability distribution

Chaoru Hu, Jun Sun, Tian Na

An evolutionary sampling approach with adaptive Levy probability distribution

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Evolving construction heuristics for the curriculum based university course timetabling problem

Nelishia Pillay

Evolving construction heuristics for the curriculum based university course timetabling problem

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A genetic algorithm to analyze the security of quantum cryptographic protocols

Walter O. Krawec

A genetic algorithm to analyze the security of quantum cryptographic protocols

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Further analysis on strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game

Takahiko Sudo, Kazushi Goto, Yusuke Nojima, Hisao Ishibuchi

Further analysis on strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game

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Fireworks algorithm applied to wireless sensor networks localization problem

Aleksandra Arsic, Milan Tuba, Milos Jordanski

Fireworks algorithm applied to wireless sensor networks localization problem

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Improving the computational efficiency of ripple-spreading algorithm for the k shortest paths problem

Xiao-Bing Hu, Ming-Kong Zhang, Di Hu

Improving the computational efficiency of ripple-spreading algorithm for the k shortest paths problem

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Combining cloud computing, machine learning and heuristic optimization for investment opportunities forecasting

Zhixi Li, Vincent Tam, Kwan Lawrence Yeung

Combining cloud computing, machine learning and heuristic optimization for investment opportunities forecasting

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Sampling in latent space for a mulitiobjective estimation of distribution algorithm

Bing Dong, Aimin Zhou, Guixu Zhang

Sampling in latent space for a mulitiobjective estimation of distribution algorithm

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Bayesian charged system search: A hybrid method for multi-modal optimization problems

Mashall Aryan, B. Alireza M. Alizadeh

Bayesian charged system search: A hybrid method for multi-modal optimization problems

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A multi-objective self-adaptive differential evolution algorithm for conceptual high-rise building design

Berk Ekici, Ioannis Chatzikonstantinou, I. Sevil Sariyildiz, Mehmet Fatih Tasgetiren, Quan-Ke Pan

A multi-objective self-adaptive differential evolution algorithm for conceptual high-rise building design

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A novel genetic algorithm-based clustering technique and its suitability for knowledge discovery from a brain data set

A. H. Beg, Md Zahidul Islam

A novel genetic algorithm-based clustering technique and its suitability for knowledge discovery from a brain data set

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Co-evolutionary path optimization by ripple-spreading algorithm

Xiao-Bing Hu, Jian-Qin Liao

Co-evolutionary path optimization by ripple-spreading algorithm

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Supplementary control for virtual synchronous machine based on adaptive dynamic programming

Naresh Malla, Dipesh Shrestha, Zhen Ni, Reinaldo Tonkoski

Supplementary control for virtual synchronous machine based on adaptive dynamic programming

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Δp-MOEA: A new multi-objective evolutionary algorithm based on the Δp indicator

Adriana Menchaca-Mendez, Carlos Hernandez, Carlos A. Coello Coello

Δp-MOEA: A new multi-objective evolutionary algorithm based on the Δp indicator

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Improved adaptive global replacement scheme for MOEA/D-AGR

Hiu-Hin Tam, Man-Fai Leung, Zhenkun Wang, Sin Chun Ng, Chi-Chung Cheung, Andrew K. Lui

Improved adaptive global replacement scheme for MOEA/D-AGR

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Minimizing makespan in multi-factory flow shop problem using a chemical reaction metaheuristic

Hafewa Bargaoui, Olfa Belkahla Driss, Khaled Ghédira

Minimizing makespan in multi-factory flow shop problem using a chemical reaction metaheuristic

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A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables

Bo Liu, Nan Sun, Qingfu Zhang, Vic Grout, Georges G. E. Gielen

A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables

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Conway crossover to create hyperdimensional point packings, with applications

Daniel Ashlock, Steffen Graether

Conway crossover to create hyperdimensional point packings, with applications

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Vector evaluated particle swarm optimization exploration behavior part I: Explorative analysis

Christiaan Scheepers, Andries P. Engelbrecht

Vector evaluated particle swarm optimization exploration behavior part I: Explorative analysis

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Discovering grid-cell models through evolutionary computation

Lin Wang, Bo Yang, Jeff Orchard

Discovering grid-cell models through evolutionary computation

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A nonlinear estimation and control algorithm based on ant colony optimization

Hadi Nobahari, Saeed Nasrollahi

A nonlinear estimation and control algorithm based on ant colony optimization

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An automatic framework for entity matching in bibliographic databases

Sumit Mishra, Sriparna Saha, Samrat Mondal

An automatic framework for entity matching in bibliographic databases

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Cuckoo search optimization for short term wind energy forecasting

Carlos Eduardo M. Barbosa, Germano C. Vasconcelos

Cuckoo search optimization for short term wind energy forecasting

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Equilibrium interbank lending networks

Di Xiao, Andreas Krause

Equilibrium interbank lending networks

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A fuzzy genetic algorithm approach to generate and assess meta-architectures for non-line of site fires battlefield capability

Gene Lesinski, Steven M. Corns, Cihan H. Dagli

A fuzzy genetic algorithm approach to generate and assess meta-architectures for non-line of site fires battlefield capability

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Scheduling of no-wait stochastic distributed assembly flowshop by hybrid PSO

Mengchen Ji, Yixin Yang, Wenzhe Duan, Shouyang Wang, Bo Liu

Scheduling of no-wait stochastic distributed assembly flowshop by hybrid PSO

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Integrated home health care optimization via genetic algorithms and mathematical programming

Thi Viet Ly Nguyen, Roberto Montemanni

Integrated home health care optimization via genetic algorithms and mathematical programming

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A decision making support tool: The resilience management fuzzy controller

J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica, Alfredo Vellido

A decision making support tool: The resilience management fuzzy controller

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Learning from the opposite: Strategies for Ants that solve multidimensional Knapsack problem

Nicolás Rojas-Morales, María Cristina Riff, Elizabeth Montero

Learning from the opposite: Strategies for Ants that solve multidimensional Knapsack problem

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Multi-objective Bayesian optimization algorithm for real-time task scheduling on heterogeneous multiprocessors

Sajib K. Biswas, Amit Rauniyar, Pranab K. Muhuri

Multi-objective Bayesian optimization algorithm for real-time task scheduling on heterogeneous multiprocessors

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A multi-point local search algorithm for continuous dynamic optimization

Xin Yu, Xi Wu

A multi-point local search algorithm for continuous dynamic optimization

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Applying exponential weighting moving average control parameter adaptation technique with generalized differential evolution

Saku Kukkonen, Carlos A. Coello Coello

Applying exponential weighting moving average control parameter adaptation technique with generalized differential evolution

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Fuzzy FWA with dynamic adaptation of parameters

Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González

Fuzzy FWA with dynamic adaptation of parameters

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Ensemble classifier selection using multi-objective PSO for fault diagnosis of power transformers

Abdolrahman Peimankar, Stephen John Weddell, Thahirah Jalal, Andrew Craig Lapthorn

Ensemble classifier selection using multi-objective PSO for fault diagnosis of power transformers

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Memory-based statistical learning for the travelling salesman problem

Yong Xia, Changhe Li

Memory-based statistical learning for the travelling salesman problem

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Evolutionary multi-objective optimization for multi-view clustering

Bo Jiang, Fei-yue Qiu, Shipin Yang, Li-Ping Wang

Evolutionary multi-objective optimization for multi-view clustering

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Automated anonymization of text documents

Nuno J. Mamede, Jorge Baptista, Francisco Dias

Automated anonymization of text documents

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A two-phase many-objective evolutionary algorithm with penalty based adjustment for reference lines

Chunyang Zhu, Xinye Cai, Zhun Fan, Muhammad Sulaman

A two-phase many-objective evolutionary algorithm with penalty based adjustment for reference lines

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Iterated prisoner's dilemma with extortionate zero-determinant strategies and random-memory opponents

Franklin Kenter, Emily Meigs

Iterated prisoner's dilemma with extortionate zero-determinant strategies and random-memory opponents

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Discrete many-objective optimization problems: The case of the pickup and delivery problem

Antonio López Jaimes, Abel García-Nájera

Discrete many-objective optimization problems: The case of the pickup and delivery problem

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A synthesized ranking-assisted NSGA-II for interval multi-objective optimization

Pengfei Zhang, Ruidong Xu, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi

A synthesized ranking-assisted NSGA-II for interval multi-objective optimization

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Common properties of scalable multiobjective problems and a new framework of test problems

Hiroyuki Masuda, Yusuke Nojima, Hisao Ishibuchi

Common properties of scalable multiobjective problems and a new framework of test problems

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Functional brain network extraction using a genetic algorithm with a kick-out method

Kei Harada, Misato Tanaka, Satoru Hiwa, Heiner Zille, Sanaz Mostaghim, Tomoyuki Hiroyasu

Functional brain network extraction using a genetic algorithm with a kick-out method

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Robot-to-human handover with obstacle avoidance via continuous time Recurrent Neural Network

Huajin Tang, Boon Hwa Tan, Rui Yan

Robot-to-human handover with obstacle avoidance via continuous time Recurrent Neural Network

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An ensemble of differential evolution algorithms with variable neighborhood search for constrained function optimization

Mert Paldrak, Mehmet Fatih Tasgetiren, Ponnuthurai N. Suganthan, Quan-Ke Pan

An ensemble of differential evolution algorithms with variable neighborhood search for constrained function optimization

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A multi-phase multiobjective approach based on decomposition for sparse reconstruction

Hui Li, Yuanyuan Fan, Qingfu Zhang, Zongben Xu, Jingda Deng

A multi-phase multiobjective approach based on decomposition for sparse reconstruction

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A grouping genetic algorithm - Extreme learning machine approach for optimal wave energy prediction

Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Silvia Jiménez-Fernández, Enrique Alexandre, Jose Carlos Nieto-Borge, Sancho Salcedo-Sanz

A grouping genetic algorithm - Extreme learning machine approach for optimal wave energy prediction

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A random-based dynamic grouping strategy for large scale multi-objective optimization

An Song, Qiang Yang, Wei-Neng Chen, Jun Zhang

A random-based dynamic grouping strategy for large scale multi-objective optimization

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Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design

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A study of fitness functions for reconstructing networks using node degrees

Martin O. Wimmers, Jing Liu

A study of fitness functions for reconstructing networks using node degrees

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A hybrid differential evolutionary algorithm based on the hierarchical clustering

Zheng Fang, Ming Yang, Guilin Zhang, Jing Guan

A hybrid differential evolutionary algorithm based on the hierarchical clustering

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Leap on large-scale nonseparable problems

Zhou Wu, Ming-Bo Zhao

Leap on large-scale nonseparable problems

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On the use of immune clone optimization for unconstrained multi-objective resource allocation in the cognitive OFDMA networks

Ronghua Shang, Weitong Zhang, Ailing Wen, Kun Zhang, Licheng Jiao

On the use of immune clone optimization for unconstrained multi-objective resource allocation in the cognitive OFDMA networks

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Differential evolution with auto-enhanced population diversity: The experiments on the CEC'2016 competition

Ming Yang, Jing Guan, Changhe Li

Differential evolution with auto-enhanced population diversity: The experiments on the CEC'2016 competition

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Improving the efficiency of PSOVina for protein-ligand docking by two-stage local search

Hio Kuan Tai, Hang Lin, Shirley W. I. Siu

Improving the efficiency of PSOVina for protein-ligand docking by two-stage local search

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Exploratory path planning using the Max-min ant system algorithm

Valéria de Carvalho Santos, Fernando Santos Osório, Claudio Fabiano Motta Toledo, Fernando E. B. Otero, Colin G. Johnson

Exploratory path planning using the Max-min ant system algorithm

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Noise-resistant particle swarm optimization for the learning of robust obstacle avoidance controllers using a depth camera

Iñaki Navarro, Ezequiel Di Mario, Alcherio Martinoli

Noise-resistant particle swarm optimization for the learning of robust obstacle avoidance controllers using a depth camera

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A multi-agent genetic algorithm for local community detection by extending the tightest nodes

Peng Wang, Jing Liu

A multi-agent genetic algorithm for local community detection by extending the tightest nodes

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Enhancing discrimination power with genetic feature construction: A grammatical evolution approach

Patricia Miquilini, Rodrigo C. Barros, Vinicius Veloso de Melo, Márcio P. Basgalupp

Enhancing discrimination power with genetic feature construction: A grammatical evolution approach

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A study of constraint-handling techniques in brain storm optimization

Adriana Cervantes-Castillo, Efrén Mezura-Montes

A study of constraint-handling techniques in brain storm optimization

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Using latent Dirichlet allocation to improve text classification performance of support vector machine

Yaw-Huei Chen, Shu-Fong Li

Using latent Dirichlet allocation to improve text classification performance of support vector machine

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Evolutionary web service composition: A graph-based memetic algorithm

Longfei Yan, Yi Mei, Hui Ma, Mengjie Zhang

Evolutionary web service composition: A graph-based memetic algorithm

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Reduced Yin-Yang-Pair optimization and its performance on the CEC 2016 expensive case

Varun Punnathanam, Prakash Kotecha

Reduced Yin-Yang-Pair optimization and its performance on the CEC 2016 expensive case

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A study on population adaptation in social networks based on knowledge migration in cultural algorithm

Pooya Moradian Zadeh, Mukund Pandey, Ziad Kobti

A study on population adaptation in social networks based on knowledge migration in cultural algorithm

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Computational cognitive color perception

Özer Ciftcioglu, Michael S. Bittermann

Computational cognitive color perception

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Development of a genetic programming-based GA methodology for the prediction of short-to-medium-term stock markets

Manal Alghieth, Yingjie Yang, Francisco Chiclana

Development of a genetic programming-based GA methodology for the prediction of short-to-medium-term stock markets

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Using different substitution matrices in a string-matching technique for identifying viral polymorphic malware variants

Vijay Naidu, Ajit Narayanan

Using different substitution matrices in a string-matching technique for identifying viral polymorphic malware variants

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Differential evolution with multi-stage strategies for global optimization

Xiao-Gen Zhou, Gui-Jun Zhang, Xiao-hu Hao, Li Yu, Dong-wei Xu

Differential evolution with multi-stage strategies for global optimization

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Large scale continuous EDA using mutual information

Qi Xu, Momodou L. Sanyang, Ata Kabán

Large scale continuous EDA using mutual information

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An evolutionary multi-objective topology optimization framework for welded structures

David Guirguis, Mohamed F. Aly

An evolutionary multi-objective topology optimization framework for welded structures

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An ANN approach for false alarm detection in microwave breast cancer detection

Lakhvinder Singh Solanki, Surinder Singh, Dharmendra Singh

An ANN approach for false alarm detection in microwave breast cancer detection

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Meta-optimization based multi-objective test problem generation using WFG toolkit

Yuki Tanigaki, Yusuke Nojima, Hisao Ishibuchi

Meta-optimization based multi-objective test problem generation using WFG toolkit

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Intelligent controller design coupled in a communication framework for a networked HVAC system

Narendra Kumar Dhar, Nishchal K. Verma, Laxmidhar Behera

Intelligent controller design coupled in a communication framework for a networked HVAC system

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Optimization of disintegration strategy for multi-edges complex networks

Xiaoke Zhang, Jun Wu, Hao Wang, Jian Xiong, Ke-Wei Yang

Optimization of disintegration strategy for multi-edges complex networks

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Effects of varying input and output points on new aisle designs in warehouses

Omer Ozturkoglu

Effects of varying input and output points on new aisle designs in warehouses

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A multiobjective evolutionary algorithm based on decomposition for unit commitment problem with significant wind penetration

Anupam Trivedi, Dipti Srinivasan, Kunal Pal, Thomas Reindl

A multiobjective evolutionary algorithm based on decomposition for unit commitment problem with significant wind penetration

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Multiple pass Monte Carlo tree search

Cameron McGuinness

Multiple pass Monte Carlo tree search

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Balancing risk and expected gain in kriging-based global optimization

Hao Wang, Michael T. M. Emmerich, Thomas Bäck

Balancing risk and expected gain in kriging-based global optimization

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Route planning in a new tourist recommender system: A fireworks algorithm based approach

Hui Ding, Liangjun Ke, Zihao Geng

Route planning in a new tourist recommender system: A fireworks algorithm based approach

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A survey of modularity in genetic programming

George Gerules, Cezary Z. Janikow

A survey of modularity in genetic programming

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Multi objective optimization of a fuzzy logic controller for energy management in microgrids

Stefano Leonori, Enrico De Santis, Antonello Rizzi, F. M. Frattale Mascioli

Multi objective optimization of a fuzzy logic controller for energy management in microgrids

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On the relationship of degree of separability with depth of evolution in decomposition for cooperative coevolution

Rohitash Chandra, Ratneel Deo, Kavitesh Bali, Anurag Sharma

On the relationship of degree of separability with depth of evolution in decomposition for cooperative coevolution

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A myopic Monte Carlo strategy for the partially observable travelling salesman problem

Andrew R. Buck, James M. Keller

A myopic Monte Carlo strategy for the partially observable travelling salesman problem

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On the role of degree influence in suboptimal modularity maximization

Rafael de Santiago, Luís C. Lamb

On the role of degree influence in suboptimal modularity maximization

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A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems

Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz

A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems

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Effects of parallel distributed implementation on the search performance of Pittsburgh-style genetics-based machine learning algorithms

Yusuke Nojima, Hisao Ishibuchi

Effects of parallel distributed implementation on the search performance of Pittsburgh-style genetics-based machine learning algorithms

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Coverage optimization in a terrain-aware wireless sensor network

Husam I. Sweidan, Timothy C. Havens

Coverage optimization in a terrain-aware wireless sensor network

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Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions

Su Nguyen, Yi Mei, Hui Ma, Aaron Chen, Mengjie Zhang

Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions

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An superior tracking artificial bee colony for global optimization problems

Xianghua Chu, Guozheng Hu, Ben Niu, Li Li, Zhengrong Chu

An superior tracking artificial bee colony for global optimization problems

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Breast cancer detection with logistic regression improved by features constructed by Kaizen programming in a hybrid approach

Vinicius Veloso de Melo

Breast cancer detection with logistic regression improved by features constructed by Kaizen programming in a hybrid approach

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Lesion border detection using deep learning

Peyman Sabouri, Hamid Gholamhosseini

Lesion border detection using deep learning

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Multi-objective tree search approaches for general video game playing

Diego Perez Liebana, Sanaz Mostaghim, Simon M. Lucas

Multi-objective tree search approaches for general video game playing

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Adaptive firefly algorithm with alternative search

Hui Wang, Wenjun Wang, Hui Sun, Jia Zhao, Xiang Yu, Li Lv, Huasheng Zhu

Adaptive firefly algorithm with alternative search

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Evolutionary support vector machines: A dual approach

Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto

Evolutionary support vector machines: A dual approach

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Evaluating the performance of L-SHADE with competing strategies on CEC2014 single parameter-operator test suite

Radka Polakova, Josef Tvrdík, Petr Bujok

Evaluating the performance of L-SHADE with competing strategies on CEC2014 single parameter-operator test suite

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An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds

An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems

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The do what's possible representation

Daniel Ashlock, Sierra Gillis, Andrew McEachern, Jeffrey Tsang

The do what's possible representation

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Distributed learning automata for solving a classification task

Morten Goodwin, Anis Yazidi, Tore Møller Jonassen

Distributed learning automata for solving a classification task

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Multi-step-ahead chaotic time series prediction using coevolutionary recurrent neural networks

Shamina Hussein, Rohitash Chandra, Anuraganand Sharma

Multi-step-ahead chaotic time series prediction using coevolutionary recurrent neural networks

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Case study: An analysis of accidental complexity in a state-of-the-art hyper-heuristic for HyFlex

Steven Adriaensen, Ann Nowé

Case study: An analysis of accidental complexity in a state-of-the-art hyper-heuristic for HyFlex

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An initialization method for grammatical evolution assisted by decision trees

Igor L. S. Russo, Heder S. Bernardino, Carlos Cristiano H. Borges, Helio J. C. Barbosa

An initialization method for grammatical evolution assisted by decision trees

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Vanishing ideal genetic programming

Hiroshi Kera, Hitoshi Iba

Vanishing ideal genetic programming

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Improving constrained glider trajectories for ocean eddy border sampling within extended mission planning time

Ales Zamuda, José Daniel Hernández Sosa, Leonhard Adler

Improving constrained glider trajectories for ocean eddy border sampling within extended mission planning time

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Optimization of room allocation plans at the university Duisburg-Essen with a regulatory algorithm

Marcel Kleine-Boyman, Christina Klüver, Jürgen Klüver

Optimization of room allocation plans at the university Duisburg-Essen with a regulatory algorithm

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A WNN model trained with orthogonal colliding bodies optimization for accurate identification of hammerstein plant

Arnapurna Panda, Sabyasachi Pani

A WNN model trained with orthogonal colliding bodies optimization for accurate identification of hammerstein plant

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Gene expression data classification using automatic differential evolution based algorithm

Ranjita Das, Sriparna Saha

Gene expression data classification using automatic differential evolution based algorithm

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Optimizing natural ventilation strategy in existing buildings using differential evolution: Case of architectural studio classrooms

Damla Elbi, Huma Fulya Ekim, Onur Dursun

Optimizing natural ventilation strategy in existing buildings using differential evolution: Case of architectural studio classrooms

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A computational intelligence decision-support environment for architectural and building design: CIDEA

Ioannis Chatzikonstantinou

A computational intelligence decision-support environment for architectural and building design: CIDEA

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A discrete bacterial memetic evolutionary algorithm for the traveling salesman problem

László T. Kóczy, Péter Földesi, Boldizsar Tuu-Szabo

A discrete bacterial memetic evolutionary algorithm for the traveling salesman problem

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Multi-robot box-pushing in presence of measurement noise

Pratyusha Rakshit, Amit Konar, Atulya K. Nagar

Multi-robot box-pushing in presence of measurement noise

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Optimal charging scheduling of plug-in electric vehicles for maximizing penetration within a workplace car park

Rahul Mehta, Dipti Srinivasan, Anupam Trivedi

Optimal charging scheduling of plug-in electric vehicles for maximizing penetration within a workplace car park

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Multi-objective harmony search algorithm for layout design in theatre hall acoustics

Cemre Cubukcuoglu, Ayca Kirimtat, Mehmet Fatih Tasgetiren, Ponnuthurai N. Suganthan, Quan-Ke Pan

Multi-objective harmony search algorithm for layout design in theatre hall acoustics

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Predicting sea waves in the presence of pink noise

Jacqueline Christmas

Predicting sea waves in the presence of pink noise

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Automatic modulation classification with genetic backpropagation neural network

Qianlin Zhou, Hui Lu, Liwei Jia, Kefei Mao

Automatic modulation classification with genetic backpropagation neural network

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Differential evolution-based PID control of a quadrotor system for hovering application

Jimoh O. Pedro, Muhammed Dangor, Praneet J. Kala

Differential evolution-based PID control of a quadrotor system for hovering application

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Deep neural networks for precipitation estimation from remotely sensed information

Yumeng Tao, Xiaogang Gao, Alexander T. Ihler, Kuolin Hsu, Soroosh Sorooshian

Deep neural networks for precipitation estimation from remotely sensed information

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Differential evolution with double-level archives for bi-objective cloud task scheduling

Fei-Long He, Wei-Neng Chen, Xiao-Min Hu

Differential evolution with double-level archives for bi-objective cloud task scheduling

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Adaptive patch-based sparsity estimation for image via MOEA/D

Yu Zhou, Sam Kwong, Qingfu Zhang, Mengyuan Wu

Adaptive patch-based sparsity estimation for image via MOEA/D

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Parallel differential evolution approach for cloud workflow placements under simultaneous optimization of multiple objectives

Daniel Balouek-Thomert, Arya K. Bhattacharya, Eddy Caron, Karunakar Gadireddy, Laurent Lefèvre

Parallel differential evolution approach for cloud workflow placements under simultaneous optimization of multiple objectives

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Evolutionary partitioning regression with function stacks

Daniel Ashlock, Joseph Alexander Brown

Evolutionary partitioning regression with function stacks

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A new evolutionary microRNA marker selection using next-generation sequencing data

Adrian Lancucki, Indrajit Saha, Shib Sankar Bhowmick, Ujjwal Maulik, Piotr Lipinski

A new evolutionary microRNA marker selection using next-generation sequencing data

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A refinement mechanism to improve particle swarm optimization

Wei Ren Tan, Saúl Zapotecas Martínez, Hernán E. Aguirre, Kiyoshi Tanaka

A refinement mechanism to improve particle swarm optimization

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Evolvable warps for data normalization

Jeremy Gilbert, Daniel Ashlock

Evolvable warps for data normalization

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Interpolation-based classifier generation in XCSF

Anthony Stein, Christian Eymuller, Dominik Rauh, Sven Tomforde, Jörg Hähner

Interpolation-based classifier generation in XCSF

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The R-Package FLACCO for exploratory landscape analysis with applications to multi-objective optimization problems

Pascal Kerschke, Heike Trautmann

The R-Package FLACCO for exploratory landscape analysis with applications to multi-objective optimization problems

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The distributed permutation flowshop scheduling problem with different transport timetables and loading capacities

Zhengyang Li, Wenzhe Duan, Mengchen Ji, Yixin Yang, Shouyang Wang, Bo Liu

The distributed permutation flowshop scheduling problem with different transport timetables and loading capacities

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Contextual bandit algorithm for risk-aware recommender systems

Djallel Bouneffouf

Contextual bandit algorithm for risk-aware recommender systems

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A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization

Xiaoliang Ma, Junshan Yang, Nuosi Wu, Zhen Ji, Zexuan Zhu

A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization

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Multi-structure problems: Difficult model learning in discrete EDAs

Amin Nikanjam, Hossein Karshenas

Multi-structure problems: Difficult model learning in discrete EDAs

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More efficient evolution of small genetic programs in Cartesian Genetic Programming by using genotypie age

Roman Kalkreuth, Günter Rudolph, Jörg Krone

More efficient evolution of small genetic programs in Cartesian Genetic Programming by using genotypie age

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Multi-objective population-based incremental learning for community structure detection

Wenping Ma, Yue Wu, Jie Yun

Multi-objective population-based incremental learning for community structure detection

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A methodology for disease gene association using centrality measures

Ashkan Entezari Heravi, Sheridan K. Houghten

A methodology for disease gene association using centrality measures

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Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease

Nadia Mammone, Lilla Bonanno, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Hojjat Adeli, Cosimo Ieracitano, Maurizio Campolo, Francesco Carlo Morabito

Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease

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Adaptive CR values with fuzzy inference system for differential evolution algorithm

Jing-Zhong Wang

Adaptive CR values with fuzzy inference system for differential evolution algorithm

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Extending the Nelder-Mead algorithm for feature selection from brain networks

Reshma Kar, Amit Konar, Aruna Chakraborty, Anca L. Ralescu, Atulya K. Nagar

Extending the Nelder-Mead algorithm for feature selection from brain networks

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Complex network analysis based adaptive differential evolution

Magdalena Metlicka, Donald Davendra

Complex network analysis based adaptive differential evolution

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Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms

Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, Sancho Salcedo-Sanz

Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms

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BlockCopy-based operators for evolving efficient wind farm layouts

Michael Mayo, Chen Zheng

BlockCopy-based operators for evolving efficient wind farm layouts

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Fundamentals of the C-DEEPSO algorithm and its application to the reactive power optimization of wind farms

Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth F. Wanner, Leonel M. Carvalho, Vladimiro Miranda

Fundamentals of the C-DEEPSO algorithm and its application to the reactive power optimization of wind farms

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An empirical study of crossover and mass extinction in a genetic algorithm for pathfinding in a continuous environment

H. David Mathias, Vincent R. Ragusa

An empirical study of crossover and mass extinction in a genetic algorithm for pathfinding in a continuous environment

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A new flood forecasting model based on SVM and boosting learning algorithms

Shijin Li, Kaikai Ma, Zhou Jin, Yuelong Zhu

A new flood forecasting model based on SVM and boosting learning algorithms

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Towards touchless pore fingerprint biometrics: A neural approach

Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza

Towards touchless pore fingerprint biometrics: A neural approach

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Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds

Abdullah Al-Dujaili, Sundaram Suresh

Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds

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A memetic algorithm using partial solutions for graph coloring problem

Ziwei Zhuang, Suohai Fan, Hedong Xu, Jing Zheng

A memetic algorithm using partial solutions for graph coloring problem

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A hybrid evolutionary algorithm with dual populations for many-objective optimization

Yu-Hui Zhang, Yue-Jiao Gong, Jun Zhang, Ying-Biao Ling

A hybrid evolutionary algorithm with dual populations for many-objective optimization

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PASCAL: An EDA for parameterless shape-independent clustering

Henry E. L. Cagnini, Rodrigo C. Barros

PASCAL: An EDA for parameterless shape-independent clustering

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A novel efficient task-assign route planning method for AUV guidance in a dynamic cluttered environment

Somaiyeh Mahmoud Zadeh, David M. W. Powers, Amir Mehdi Yazdani

A novel efficient task-assign route planning method for AUV guidance in a dynamic cluttered environment

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Cooperative neuro-evolutionary recurrent neural networks for solar power prediction

Mashud Rana, Rohitash Chandra, Vassilios G. Agelidis

Cooperative neuro-evolutionary recurrent neural networks for solar power prediction

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Cancer subtype identification pipeline: A classifusion approach

Utkarsh Agrawal, Daniele Soria, Christian Wagner

Cancer subtype identification pipeline: A classifusion approach

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A hybrid estimation of distribution algorithm for distributed permutation flowshop scheduling with flowline eligibility

Wenzhe Duan, Zhengyang Li, Mengchen Ji, Yixin Yang, Shouyang Wang, Bo Liu

A hybrid estimation of distribution algorithm for distributed permutation flowshop scheduling with flowline eligibility

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Genetic algorithm for entropy-based feature subset selection

Pavel Krömer, Jan Platos

Genetic algorithm for entropy-based feature subset selection

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Towards standalone in-materio devices: Stable logic gates and elementary cellular automata in carbon nanotubes material

Sigve Sebastian Farstad, Stefano Nichele, Gunnar Tufte

Towards standalone in-materio devices: Stable logic gates and elementary cellular automata in carbon nanotubes material

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Improving the IWFG algorithm for calculating incremental hypervolume

Wesley Cox, Lyndon While

Improving the IWFG algorithm for calculating incremental hypervolume

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An exploration of the space Of DNA structural properties using an evolutionary algorithm

Wendy Ashlock

An exploration of the space Of DNA structural properties using an evolutionary algorithm

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Image restoration by multivariate-stochastic optimization using improved particle swarm algorithm

Mohsin Bilal, Mudasser F. Wyne, Muhammad Arfan Jaffar

Image restoration by multivariate-stochastic optimization using improved particle swarm algorithm

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An asynchronous adaptive multi-population model for distributed differential evolution

Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa

An asynchronous adaptive multi-population model for distributed differential evolution

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Angle-based constrained dominance principle in MOEA/D for constrained multi-objective optimization problems

Zhun Fan, Wenji Li, Xinye Cai, Kaiwen Hu, Huibiao Lin, Hui Li

Angle-based constrained dominance principle in MOEA/D for constrained multi-objective optimization problems

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A PSO algorithm for transient dynamic modeling of lithium cells through a nonlinear RC filter

Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli

A PSO algorithm for transient dynamic modeling of lithium cells through a nonlinear RC filter

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Evolutionary computation for many-objective optimization problems using massive population sizes on the K supercomputer

Tomoaki Tatsukawa, Takeshi Watanabe, Akira Oyama

Evolutionary computation for many-objective optimization problems using massive population sizes on the K supercomputer

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Simplified swarm optimization with modular search for the general multi-level redundancy allocation problem in series-parallel systems

Wei-Chang Yeh, Cyuan-Yu Luo, Chyh-Ming Lai, Chi-Ting Hsu, Yuk Ying Chung, Jsen-Shung Lin

Simplified swarm optimization with modular search for the general multi-level redundancy allocation problem in series-parallel systems

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State-based representation for structural topology optimization and application to crashworthiness

Nikola Aulig, Markus Olhofer

State-based representation for structural topology optimization and application to crashworthiness

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Cluster analysis using a gradient evolution-based k-means algorithm

R. J. Kuo, Ferani E. Zulvia

Cluster analysis using a gradient evolution-based k-means algorithm

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Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization

Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb

Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization

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Precision constrained optimization by exponential ranking

Michael S. Bittermann, Özer Ciftcioglu

Precision constrained optimization by exponential ranking

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Cost effective, scalable design of indoor distributed antenna systems based on particle swarm optimization and prufer strings

Dina Y. Atia, Dymitr Ruta, Kin Fai Poon, Anis Ouali, A. F. Isakovic

Cost effective, scalable design of indoor distributed antenna systems based on particle swarm optimization and prufer strings

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A weight-aggregation multi-objective PSO algorithm for load scheduling of PHEVs

ShuWei Feng, Qi Kang, Xiaoshuang Chen, MengChu Zhou, Sisi Li, Jing An

A weight-aggregation multi-objective PSO algorithm for load scheduling of PHEVs

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Emergency logistics scheduling in disaster relief based on a multi-agent genetic algorithm

Xiaohui Gan, Jing Liu, Xingxing Hao

Emergency logistics scheduling in disaster relief based on a multi-agent genetic algorithm

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Estimation of easily visible position for unknown object grasping

Hiroyuki Masuta, Soichiro Nariki, Tatsuo Motoyoshi, Ken'ichi Koyanagi, Toru Oshima, Hun-ok Lim

Estimation of easily visible position for unknown object grasping

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Battery optimal charging strategy based on a coupled thermoelectric model

Kailong Liu, Kang Li, Zhile Yang, Cheng Zhang, Jing Deng

Battery optimal charging strategy based on a coupled thermoelectric model

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Optimization of photovoltaic power self-consumption using genetic algorithm

Rodrigo Martins, Petr Musílek

Optimization of photovoltaic power self-consumption using genetic algorithm

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Community detection in graphs based on surprise maximization using firefly heuristics

Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto

Community detection in graphs based on surprise maximization using firefly heuristics

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Load pattern clustering using differential evolution with Pareto Tournament

Fernando Lezama, Ansel Y. Rodríguez González, Enrique Munoz de Cote

Load pattern clustering using differential evolution with Pareto Tournament

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Sensor control for temporal coverage optimization

Vahab Akbarzadeh, Christian Gagné, Marc Parizeau

Sensor control for temporal coverage optimization

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Optimal placement of capacitor banks in distorted electrical distribution network based on a constrained multi-objective immune algorithm

Helton do Nascimento Alves

Optimal placement of capacitor banks in distorted electrical distribution network based on a constrained multi-objective immune algorithm

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Traffic signal optimization and coordination using neighborhood mutation

Rolando Armas, Hernán E. Aguirre, Fabio Daolio, Kiyoshi Tanaka

Traffic signal optimization and coordination using neighborhood mutation

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On performance improvement of the SOMA swarm based algorithm and its complex network duality

Lukas Tomaszek, Ivan Zelinka

On performance improvement of the SOMA swarm based algorithm and its complex network duality

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Variable neighborhood based memetic algorithm for distributed assembly permutation flowshop

Bo Liu, Keyao Wang, Ran Zhang

Variable neighborhood based memetic algorithm for distributed assembly permutation flowshop

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A methodological approach for algorithmic composition systems' parameter spaces aesthetic exploration

Iván Paz Ortiz, Àngela Nebot, Enrique Romero, Francisco Mugica, Alfredo Vellido

A methodological approach for algorithmic composition systems' parameter spaces aesthetic exploration

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Selecting optimal EEG channels for mental tasks classification: An approach using ICA

Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Hung T. Nguyen

Selecting optimal EEG channels for mental tasks classification: An approach using ICA

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Non-swarm intelligence search algorithm based on the foraging behaviors of fruit flies

Kei Ohnishi, Akihiro Fujiwara, Mario Koeppen

Non-swarm intelligence search algorithm based on the foraging behaviors of fruit flies

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View-based text representation

Chahine Koleejan, Xiaoying Gao

View-based text representation

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Equality constraint handling for surrogate-assisted constrained optimization

Samineh Bagheri, Wolfgang Konen, Thomas Bäck

Equality constraint handling for surrogate-assisted constrained optimization

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Comparison of differential grouping and random grouping methods on sCCPSO for large-scale constrained optimization

Chen Peng, Qing Hui

Comparison of differential grouping and random grouping methods on sCCPSO for large-scale constrained optimization

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Evolving polyomino puzzles

Daniel Ashlock, Lauren Taylor

Evolving polyomino puzzles

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Smartphone gait fingerprinting models via genetic programming

James Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan

Smartphone gait fingerprinting models via genetic programming

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Distributed light brightness control based on cuSASGP

Keiko Ono, Yoshiko Hanada

Distributed light brightness control based on cuSASGP

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High dimensional model representation for solving expensive multi-objective optimization problems

Proteek Chandan Roy, Kalyanmoy Deb

High dimensional model representation for solving expensive multi-objective optimization problems

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On the influence of different randomization and complex network analysis for differential evolution

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Donald Davendra

On the influence of different randomization and complex network analysis for differential evolution

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Self-adaptive search equation-based artificial bee colony algorithm on the CEC 2014 benchmark functions

Gürcan Yavuz, Dogan Aydin, Thomas Stützle

Self-adaptive search equation-based artificial bee colony algorithm on the CEC 2014 benchmark functions

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Evolutionary semi-supervised rough categorization of brain signals from a wearable headband

Glavin Wiechert, Matt Triff, Zhixing Liu, Zhicheng Yin, Shuai Zhao, Ziyun Zhong, Pawan Lingras

Evolutionary semi-supervised rough categorization of brain signals from a wearable headband

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Orthogonal learning particle swarm optimization with variable relocation for dynamic optimization

Zi-Jia Wang, Zhi-Hui Zhan, Ke-Jing Du, Zhiwen Yu, Jun Zhang

Orthogonal learning particle swarm optimization with variable relocation for dynamic optimization

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Learning ensemble of decision trees through multifactorial genetic programming

Yu-Wei Wen, Chuan-Kang Ting

Learning ensemble of decision trees through multifactorial genetic programming

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Restricting the search space to boost Quantum Annealing performance

Pierre Bergé, Baptiste Cavarec, Arpad Rimmel, Joanna Tomasik

Restricting the search space to boost Quantum Annealing performance

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Improving job shop dispatching rules via terminal weighting and adaptive mutation in genetic programming

Michael Riley, Yi Mei, Mengjie Zhang

Improving job shop dispatching rules via terminal weighting and adaptive mutation in genetic programming

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Intelligent scheduling in flexible job shop environments based on artificial fish swarm algorithm with estimation of distribution

Hongwei Ge, Liang Sun

Intelligent scheduling in flexible job shop environments based on artificial fish swarm algorithm with estimation of distribution

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Interior spatial layout with soft objectives using evolutionary computation

Ioannis Chatzikonstantinou, Ebru Bengisu

Interior spatial layout with soft objectives using evolutionary computation

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A new computationally efficient dynamic scheduling for multiple resource constrained procedures

Mohammadali Shahriari, Mohammad Biglarbegian, William Melek, C. Joseph Kurian

A new computationally efficient dynamic scheduling for multiple resource constrained procedures

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Cooperative framework fireworks algorithm with covariance mutation

Chao Yu, Lingchen Kelley, Ying Tan

Cooperative framework fireworks algorithm with covariance mutation

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Manipulating the conductance of single-walled carbon nanotubes based thin films for evolving threshold logic circuits using particle swarm optimisation

F. Qaiser, Apostolos Kotsialos, Mark K. Massey, Dagou A. Zeze, Christopher Pearson, Michael C. Petty

Manipulating the conductance of single-walled carbon nanotubes based thin films for evolving threshold logic circuits using particle swarm optimisation

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Multiple parents guided differential evolution for large scale optimization

Qiang Yang, Han-Yu Xie, Wei-Neng Chen, Jun Zhang

Multiple parents guided differential evolution for large scale optimization

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How effective are meta-heuristics for recognising hand gestures

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis

How effective are meta-heuristics for recognising hand gestures

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Black-box expensive multiobjective optimization with adaptive in-fill rules

Qin Chen, Bingxiang Long, Qingfu Zhang

Black-box expensive multiobjective optimization with adaptive in-fill rules

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A comparison of implementations of basic evolutionary algorithm operations in different languages

Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Víctor M. Rivas, Mario García Valdez, Amaury Hernandez-Aguila, Mario Román

A comparison of implementations of basic evolutionary algorithm operations in different languages

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A bio-inspired method for locating the diffusion source with limited observers

Yuxin Liu, Chao Gao, Xinyan She, Zili Zhang

A bio-inspired method for locating the diffusion source with limited observers

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Detection of anomalies in activity patterns of lone occupants from electricity usage data

Kuanlong Leong, Cyril Leung, Chunyan Miao, Yu Christine Chen

Detection of anomalies in activity patterns of lone occupants from electricity usage data

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A differential evolution optimization algorithm for reducing time series dimensionality

Muhammad Marwan Muhammad Fuad

A differential evolution optimization algorithm for reducing time series dimensionality

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Evolutionary rank aggregation for recommender systems

Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa

Evolutionary rank aggregation for recommender systems

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100 Million dimensions large-scale global optimization using distributed GPU computing

Alberto Cano, Carlos García-Martínez

100 Million dimensions large-scale global optimization using distributed GPU computing

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A quadratic approximation-based local search operator for handling two equality constraints in continuous optimization problems

Carlos M. Fonseca, Elizabeth Fialho Wanner

A quadratic approximation-based local search operator for handling two equality constraints in continuous optimization problems

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Application of route flexibility in data-starved vehicle routing problem with time windows

Chen Kim Heng, Quoc Chinh Nguyen, Siwei Jiang, Puay Siew Tan, Abhishek Gupta, Bingshui Da, Yew-Soon Ong

Application of route flexibility in data-starved vehicle routing problem with time windows

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A hybrid meta-heuristic method for unit commitment considering flexible charging and discharging of plug-in electric vehicles

Zhile Yang, Kang Li, Xiandong Xu

A hybrid meta-heuristic method for unit commitment considering flexible charging and discharging of plug-in electric vehicles

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Product selection based on upper confidence bound MOEA/D-DRA for testing software product lines

Thiago do Nascimento Ferreira, Josiel Neumann Kuk, Aurora T. R. Pozo, Silvia Regina Vergilio

Product selection based on upper confidence bound MOEA/D-DRA for testing software product lines

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Time aware knowledge extraction to analyze nanosafety cluster scientific activities

Carmen De Maio, Mimmo Parente, Giuseppe Fenza, Dario Greco

Time aware knowledge extraction to analyze nanosafety cluster scientific activities

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Maximising total weighted number of activities for reservation with slack

Su Nguyen, Mengjie Zhang, Kay Chen Tan

Maximising total weighted number of activities for reservation with slack

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A multi-objective differential evolution algorithm with memory based population construction

Xianpeng Wang, Zhiming Dong, Lixin Tang

A multi-objective differential evolution algorithm with memory based population construction

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A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark

Enrico Ampellio, Luca Vassio

A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark

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A novel bi-objective model with particle swarm optimizer for structural balance analytics in social networks

Jianan Yan, Shasha Ruan, Qing Cai, Jiao Shi, Zhao Wang, Maoguo Gong

A novel bi-objective model with particle swarm optimizer for structural balance analytics in social networks

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Directly evolving classifiers for missing data using genetic programming

Cao Truong Tran, Mengjie Zhang, Peter Andreae

Directly evolving classifiers for missing data using genetic programming

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Social-insect-inspired adaptive task allocation for many-core systems

Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer

Social-insect-inspired adaptive task allocation for many-core systems

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Robust design optimization based on multi-objective particle swarm optimization

Yan Yu, Guangming Dai, Liang Chen, Chong Zhou, Lei Peng

Robust design optimization based on multi-objective particle swarm optimization

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A comprehensive strategy for mammogram image classification using learning classifier systems

Abubakar Siddique, Muhammad Iqbal, Will N. Browne

A comprehensive strategy for mammogram image classification using learning classifier systems

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A co-evolutionary approach for optimal bidding strategy of multiple electricity suppliers

Md Forhad Zaman, Saber M. Elsayed, Tapabrata Ray, Ruhul A. Sarker

A co-evolutionary approach for optimal bidding strategy of multiple electricity suppliers

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Multiple Instance Choquet integral for classifier fusion

Xiaoxiao Du, Alina Zare, James M. Keller, Derek T. Anderson

Multiple Instance Choquet integral for classifier fusion

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IGD+-EMOA: A multi-objective evolutionary algorithm based on IGD+

Edgar Manoatl Lopez, Carlos A. Coello Coello

IGD+-EMOA: A multi-objective evolutionary algorithm based on IGD+

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Contribution based multi-island competitive cooperative coevolution

Kavitesh Bali, Rohitash Chandra, Mohammad Nabi Omidvar

Contribution based multi-island competitive cooperative coevolution

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Vector directed path generation and tracking for autonomous unmanned aerial/ ground vehicles

Willson Amalraj Arokiasami, Prahlad Vadakkepat, Kay Chen Tan, Dipti Srinivasan

Vector directed path generation and tracking for autonomous unmanned aerial/ ground vehicles

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Constrained evolutionary wind turbine placement with penalty functions

Daniel Lückehe, Markus Wagner, Oliver Kramer

Constrained evolutionary wind turbine placement with penalty functions

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L-SHADE with competing strategies applied to CEC2015 learning-based test suite

Radka Polakova, Josef Tvrdík, Petr Bujok

L-SHADE with competing strategies applied to CEC2015 learning-based test suite

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Empirical study on the effect of population size on MAX-MIN ant system in dynamic environments

Michalis Mavrovouniotis, Shengxiang Yang

Empirical study on the effect of population size on MAX-MIN ant system in dynamic environments

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A multi-modal optimization approach to single path planning for unmanned aerial vehicle

Peng Yang, Guanzhou Lu, Ke Tang, Xin Yao

A multi-modal optimization approach to single path planning for unmanned aerial vehicle

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Further note on the probabilistic constraint handling

Özer Ciftcioglu, Michael S. Bittermann, Rituparna Datta

Further note on the probabilistic constraint handling

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Adapting learning classifier systems to symbolic regression

Syed Saud Naqvi, Will N. Browne

Adapting learning classifier systems to symbolic regression

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Classification study on eye movement data: Towards a new approach in depression detection

Xiaowei Li, Tong Cao, Shuting Sun, Bin Hu, Martyn Ratcliffe

Classification study on eye movement data: Towards a new approach in depression detection

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Divide and conquer based non-dominated sorting for parallel environment

Sumit Mishra, Sriparna Saha, Samrat Mondal

Divide and conquer based non-dominated sorting for parallel environment

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Integrating demand response into electricity market

Zixu Liu, Xiao-Jun Zeng, Qian Ma

Integrating demand response into electricity market

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Global optimisation of multiple gravity assist spacecraft trajectories based on search space exploring and PCA

Mingcheng Zuo, Guangming Dai, Lei Peng, Liang Chen, Xiaoyu Chen, Zhiming Song

Global optimisation of multiple gravity assist spacecraft trajectories based on search space exploring and PCA

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Generalized neurons and its application in DNA microarray classification

Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez

Generalized neurons and its application in DNA microarray classification

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A Pareto based fruit fly optimization algorithm for task scheduling and resource allocation in cloud computing environment

Xiaolong Zheng, Ling Wang

A Pareto based fruit fly optimization algorithm for task scheduling and resource allocation in cloud computing environment

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The sad state of self-adaptive particle swarm optimizers

Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman

The sad state of self-adaptive particle swarm optimizers

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Impacts of problem scale and sampling strategy on surrogate model accuracy: An application of surrogate-based optimization in building design

Ding Yang, Yimin Sun, Danilo Di Stefano, Michela Turrin, I. Sevil Sariyildiz

Impacts of problem scale and sampling strategy on surrogate model accuracy: An application of surrogate-based optimization in building design

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A fuzzy c-means clustering based tournament selection for multiobjective optimization

Zhang Yi, Yu Zhen, Zi-mu Lu, Tong-Tong Lu

A fuzzy c-means clustering based tournament selection for multiobjective optimization

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Multiple surrogate assisted multiobjective optimization using improved pre-selection

Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Jürgen Branke

Multiple surrogate assisted multiobjective optimization using improved pre-selection

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A novel hybrid method for planning and allocation of DGs in medium voltage networks considering voltage regulation and relay coordination

Dhivya Sampath Kumar, Dipti Srinivasan, Thomas Reindl

A novel hybrid method for planning and allocation of DGs in medium voltage networks considering voltage regulation and relay coordination

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An evolutionary algorithm for depth image based camera pose estimation in indoor environments

Dirk V. Arnold, Ang Lu

An evolutionary algorithm for depth image based camera pose estimation in indoor environments

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Identifying malicious web domains using machine learning techniques with online credibility and performance data

Zhongyi Hu, Raymond Chiong, Ilung Pranata, Willy Susilo, Yukun Bao

Identifying malicious web domains using machine learning techniques with online credibility and performance data

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The effect of bias on particle behaviour for MOPSO

Mathew Curtis, Andrew Lewis

The effect of bias on particle behaviour for MOPSO

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Complex network based adaptive artificial bee colony algorithm

Magdalena Metlicka, Donald Davendra

Complex network based adaptive artificial bee colony algorithm

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Differential evolution with a dimensional mutation strategy for global optimization

Jing Guan

Differential evolution with a dimensional mutation strategy for global optimization

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Genetic algorithms based on a granular surrogate model and fuzzy aptitude functions

Israel Cruz-Vega, Carlos Alberto Reyes García, Pilar Gómez-Gil, Juan Manuel Ramírez-Cortés, Jose de Jesus Rangel-Magdaleno

Genetic algorithms based on a granular surrogate model and fuzzy aptitude functions

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Hybrid knowledge-based evolutionary many-objective optimization

Bin Zhang, Kamran Shafi, Hussein A. Abbass

Hybrid knowledge-based evolutionary many-objective optimization

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Bacterial-inspired feature selection algorithm and its application in fault diagnosis of complex structures

Hong Wang, Xingjian Jing, Ben Niu

Bacterial-inspired feature selection algorithm and its application in fault diagnosis of complex structures

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Multi-linear regression coefficient classifier for recognition

Qingxiang Feng, Qi Zhu, Chun Yuan, Ivan Lee

Multi-linear regression coefficient classifier for recognition

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Genetic programming for evolving programs with recursive structures

Tessa Phillips, Mengjie Zhang, Bing Xue

Genetic programming for evolving programs with recursive structures

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Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited

Stjepan Picek, Roberto Santana, Domagoj Jakobovic

Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited

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A simultaneous perturbation stochastic approximation enhanced teaching-learning based optimization

Ao Liu, Xudong Deng, Zeping Tong, Yongliang Luo, Bo Liu

A simultaneous perturbation stochastic approximation enhanced teaching-learning based optimization

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Landscape synergy in evolutionary multitasking

A. Gupta, Yew-Soon Ong, B. Da, L. Feng, Stephanus Daniel Handoko

Landscape synergy in evolutionary multitasking

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Convergence analysis of brain storm optimization algorithm

Ziwei Zhou, Haibin Duan, Yuhui Shi

Convergence analysis of brain storm optimization algorithm

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Grey wolf optimizer with dynamic adaptation of parameters using fuzzy logic

Luis Rodríguez, Oscar Castillo, José Soria

Grey wolf optimizer with dynamic adaptation of parameters using fuzzy logic

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Improved Monte Carlo localization with robust orientation estimation based on cloud computing

Chung-Ying Li, I-Hsum Li, Yi-Hsing Chien, Wei-Yen Wang, Chen-Chien J. Hsu

Improved Monte Carlo localization with robust orientation estimation based on cloud computing

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Feature engineering for improving financial derivatives-based rainfall prediction

Sam Cramer, Michael Kampouridis, Alex Alves Freitas

Feature engineering for improving financial derivatives-based rainfall prediction

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Application of multi-objective alliance algorithm to multidisciplinary design optimization under uncertainty

Xiaoqian Chen, Xingzhi Hu, Valerio Lattarulo, Wen Yao, Yong Zhao

Application of multi-objective alliance algorithm to multidisciplinary design optimization under uncertainty

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Differential evolution with an ensemble of low-quality surrogates for expensive optimization problems

Mohanarangam Krithikaa, Rammohan Mallipeddi

Differential evolution with an ensemble of low-quality surrogates for expensive optimization problems

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How effective is Cauchy-EDA in high dimensions?

Momodou L. Sanyang, Robert J. Durrant, Ata Kabán

How effective is Cauchy-EDA in high dimensions?

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A differential evolution algorithm with double-mode crossover for supply chain scheduling in cold rolling

Shengnan Zhao, Yang Yang, Qingxin Guo, Lixin Tang

A differential evolution algorithm with double-mode crossover for supply chain scheduling in cold rolling

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A new approach to optimized negative selection

Brian Schmidt, Ala I. Al-Fuqaha

A new approach to optimized negative selection

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Multi-objective random drift particle swarm optimization algorithm with adaptive grids

Yiqiong Yuan, Jun Sun, Dongmei Zhou

Multi-objective random drift particle swarm optimization algorithm with adaptive grids

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Simultaneous heat transfer search for computationally expensive numerical optimization

Debasis Maharana, Prakash Kotecha

Simultaneous heat transfer search for computationally expensive numerical optimization

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Management approaches for Industry 4.0: A human resource management perspective

Saqib Shamim, Shuang Cang, Hongnian Yu, Yun Li

Management approaches for Industry 4.0: A human resource management perspective

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Japanese Kanji-calligraphic font design using onomatopoeia utterance

Kenichi Murata, Tsuyoshi Nakamura, Kazuya Endo, Masayoshi Kanoh, Koji Yamada

Japanese Kanji-calligraphic font design using onomatopoeia utterance

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Clustering using flower pollination algorithm and Calinski-Harabasz index

Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki

Clustering using flower pollination algorithm and Calinski-Harabasz index

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Enhancing evolutionary multifactorial optimization based on particle swarm optimization

Tian Xie, Maoguo Gong, Zedong Tang, Yu Lei, Jia Liu, Zhao Wang

Enhancing evolutionary multifactorial optimization based on particle swarm optimization

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Evolutionary approach for selection of optimal EEG electrode positions and features for classification of cognitive tasks

Rimita Lahiri, Pratyusha Rakshit, Amit Konar, Atulya K. Nagar

Evolutionary approach for selection of optimal EEG electrode positions and features for classification of cognitive tasks

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Evolutionary computation for topology optimization of mechanical structures: An overview of representations

Nikola Aulig, Markus Olhofer

Evolutionary computation for topology optimization of mechanical structures: An overview of representations

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A semi-supervised learning-aided evolutionary approach to occupational safety improvement

Marco Cococcioni, Beatrice Lazzerini, Francesco Pistolesi

A semi-supervised learning-aided evolutionary approach to occupational safety improvement

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Clustering based online automatic objective reduction to aid many-objective optimization

Monalisa Pal, Sriparna Saha, Sanghamitra Bandyopadhyay

Clustering based online automatic objective reduction to aid many-objective optimization

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Application of NSGA-II framework to the travel planning problem using real-world travel data

Breno Alves Beirigo, André Gustavo dos Santos

Application of NSGA-II framework to the travel planning problem using real-world travel data

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An intuitionistic fuzzy possibilistic C-means clustering based on genetic algorithm

Ronghua Shang, Pingping Tian, Ailing Wen, Wenzhan Liu, Licheng Jiao

An intuitionistic fuzzy possibilistic C-means clustering based on genetic algorithm

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Improved glowworm swarm optimization algorithm applied to multi-level thresholding

Simone A. Ludwig

Improved glowworm swarm optimization algorithm applied to multi-level thresholding

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An objective reduction algorithm based on hyperplane approximation for many-objective optimization problems

Yifan Li, Hai-Lin Liu, Fangqing Gu

An objective reduction algorithm based on hyperplane approximation for many-objective optimization problems

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A MOEA/D based approach for hospital department layout design

Yanmei Ma, Xingquan Zuo, Xuewen Huang, Fulai Gu, Chunlu Wang, Xinchao Zhao

A MOEA/D based approach for hospital department layout design

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Considerations in developing a scalable wind power forecasting solution

Shane Butler, Des Farren, John V. Ringwood

Considerations in developing a scalable wind power forecasting solution

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Performance comparison of NSGA-II and NSGA-III on various many-objective test problems

Hisao Ishibuchi, Ryo Imada, Yu Setoguchi, Yusuke Nojima

Performance comparison of NSGA-II and NSGA-III on various many-objective test problems

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Integrated use of soft computing and clustering for capacitated clustering single-facility location problem with one-time delivery

Yun-Zhi Jiang, Wei-Chang Yeh, Chyh-Ming Lai, Hsiu-Hao Liu, Che-Hou Yeh, Yuk Ying Chung, Jsen-Shung Lin

Integrated use of soft computing and clustering for capacitated clustering single-facility location problem with one-time delivery

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Group-based stochastic scaling for PSO velocities

E. T. van Zyl, Andries P. Engelbrecht

Group-based stochastic scaling for PSO velocities

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Analysis and comparison of multi-objective evolutionary approaches on the multi-objective 1/0 unit commitment problem

Saúl Zapotecas Martínez, Sophie Jacquin, Hernán E. Aguirre, Kiyoshi Tanaka

Analysis and comparison of multi-objective evolutionary approaches on the multi-objective 1/0 unit commitment problem

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The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence

Hongmei He, Carsten Maple, Tim Watson, Ashutosh Tiwari, Jörn Mehnen, Yaochu Jin, Bogdan Gabrys

The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence

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Surrogate-based evolutionary optimization for friction stir welding

Cem Celal Tutum, Shaayaan Sayed, Risto Miikkulainen

Surrogate-based evolutionary optimization for friction stir welding

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Investigation of strategies for an increasing population size in multi-objective CMA-ES

Steffen Limmer, Dietmar Fey

Investigation of strategies for an increasing population size in multi-objective CMA-ES

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Evolutionary projection selection for Radon barcodes

Hamid R. Tizhoosh, Shahryar Rahnamayan

Evolutionary projection selection for Radon barcodes

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Multi-objective optimization approach to stock market technical indicators

Ricardo de Almeida, Gilberto Reynoso-Meza, Maria Teresinha Arns Steiner

Multi-objective optimization approach to stock market technical indicators

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Content-based image retrieval optimization by differential evolution

Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Content-based image retrieval optimization by differential evolution

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Dividing rectangles attack multi-objective optimization

Abdullah Al-Dujaili, Sundaram Suresh

Dividing rectangles attack multi-objective optimization

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Enhance continuous estimation of distribution algorithm by variance enlargement and reflecting sampling

Zhigang Ren, Chenlong He, Dexing Zhong, Shanshan Huang, Yongsheng Liang

Enhance continuous estimation of distribution algorithm by variance enlargement and reflecting sampling

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Optimization of artificial operon construction by consultation algorithms utilizing LCS

Changhee Han, Kenji Tsuge, Hitoshi Iba

Optimization of artificial operon construction by consultation algorithms utilizing LCS

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Running krill herd algorithm on Hadoop: A performance study

Simone A. Ludwig

Running krill herd algorithm on Hadoop: A performance study

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Fast implementation of steady-state NSGA-II

Sumit Mishra, Samrat Mondal, Sriparna Saha

Fast implementation of steady-state NSGA-II

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Modified bare bones particle swarm optimization with differential evolution for large scale problem

Shiqin Yang, Yuji Sato

Modified bare bones particle swarm optimization with differential evolution for large scale problem

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How to compare many-objective algorithms under different settings of population and archive sizes

Hisao Ishibuchi, Yu Setoguchi, Hiroyuki Masuda, Yusuke Nojima

How to compare many-objective algorithms under different settings of population and archive sizes

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An extension of the ACOR algorithm with time-decaying search width, with application to neural network training

Ashraf M. Abdelbar, Khalid M. Salama

An extension of the ACOR algorithm with time-decaying search width, with application to neural network training

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Complexity-based speciation and genotype representation for neuroevolution

Alexander Hadjiivanov, Alan Blair

Complexity-based speciation and genotype representation for neuroevolution

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Optimum redesign of scale-free networks with robustness and cost considerations

Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray

Optimum redesign of scale-free networks with robustness and cost considerations

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Stationarity control in the fuzzy time series and neural network algorithms

Okan Duru, Matthew Butler

Stationarity control in the fuzzy time series and neural network algorithms

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Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives

Stefano Cagnoni, Mengjie Zhang

Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives

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Multi-objective scheduling for divisible load in heterogeneous distributed system

Hejun Xuan, Yuping Wang, Shanshan Hao, Xiaoli Wang

Multi-objective scheduling for divisible load in heterogeneous distributed system

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On the quality of graphs generated by swarm algorithms

Matthias Becker

On the quality of graphs generated by swarm algorithms

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Static learning particle swarm optimization with enhanced exploration and exploitation using adaptive swarm size

Aditya Panda, Srijan Ghoshal, Amit Konar, Bonny Banerjee, Atulya K. Nagar

Static learning particle swarm optimization with enhanced exploration and exploitation using adaptive swarm size

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Search experience-based search adaptation in artificial bee colony algorithm

Xianneng Li, Guangfei Yang, Mustafa Servet Kiran

Search experience-based search adaptation in artificial bee colony algorithm

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An improved rotationally invariant PSO: A modified standard PSO-2011

Yosuke Hariya, Takuya Shindo, Kenya Jin'no

An improved rotationally invariant PSO: A modified standard PSO-2011

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Physical construction of local design information for sounding hybrid rocket design via correlation-based information hierarchical structure

Kazuhisa Chiba, Shinya Watanabe, Masahiro Kanazaki

Physical construction of local design information for sounding hybrid rocket design via correlation-based information hierarchical structure

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Improving generalisation of genetic programming for high-dimensional symbolic regression with feature selection

Qi Chen, Bing Xue, Ben Niu, Mengjie Zhang

Improving generalisation of genetic programming for high-dimensional symbolic regression with feature selection

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Artificial bee colonies based optimal sizing of microgrid components: A profit maximization approach

Lucio Ciabattoni, Francesco Ferracuti, Gianluca Ippoliti, Sauro Longhi

Artificial bee colonies based optimal sizing of microgrid components: A profit maximization approach

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Multi-context cooperative coevolution in particle swarm optimization

Ruo-Li Tang, Zhou Wu, Yan-Jun Fang

Multi-context cooperative coevolution in particle swarm optimization

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A method for building predictive HSMMs in interactive environments

Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho

A method for building predictive HSMMs in interactive environments

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Classification guided differential evolution

Shiyan Shen, Wenyin Gong, Zhihua Cai

Classification guided differential evolution

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Bayesian optimization for parameter tuning in evolutionary algorithms

Ibai Roman, Josu Ceberio, Alexander Mendiburu, José Antonio Lozano

Bayesian optimization for parameter tuning in evolutionary algorithms

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A hybrid discrete cuckoo search for distributed permutation flowshop scheduling problem

Jingjing Wang, Ling Wang, Jing-nan Shen

A hybrid discrete cuckoo search for distributed permutation flowshop scheduling problem

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Optimising weights for heterogeneous ensemble of classifiers with differential evolution

Mohammad Nazmul Haque, M. Nasimul Noman, Regina Berretta, Pablo Moscato

Optimising weights for heterogeneous ensemble of classifiers with differential evolution

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Fast and efficent multimodal eye biometrics using projective dictionary pair learning

Abhijit Das, Prabir Mondal, Umapada Pal, Miguel Angel Ferrer-Ballester, Michael Blumenstein

Fast and efficent multimodal eye biometrics using projective dictionary pair learning

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An artificial bee colony with self-adaptive operators and alterable search depth approach for intercell scheduling

Yanbin Jiang, Pengyu Zhou, Rongxin Zhan, Xiang Li, Dongni Li

An artificial bee colony with self-adaptive operators and alterable search depth approach for intercell scheduling

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Metamodel-based prediction of performance metrics for bilevel parameter tuning in MOEAs

Sunith Bandaru, Martin Andersson, Amos H. C. Ng

Metamodel-based prediction of performance metrics for bilevel parameter tuning in MOEAs

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Approximate solutions of heat transfer fins with convex and exponential profiles using fourier-based optimization method

Ali Sadollah, Rong Su, Joong-Hoon Kim, Kai-Zhou Gao

Approximate solutions of heat transfer fins with convex and exponential profiles using fourier-based optimization method

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Development of a multi-player interactive genetic algorithm-based 3D modeling system for glasses

Takahito Seyama, Masaharu Munetomo

Development of a multi-player interactive genetic algorithm-based 3D modeling system for glasses

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Finite-time analysis of the multi-armed bandit problem with known trend

Djallel Bouneffouf

Finite-time analysis of the multi-armed bandit problem with known trend

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Time warping of apneic ECG signals using genetic algorithm

Ga Ching Lui, Degang Wu, Ka Wai Cheung, Ho Fai Ma, Kwok Yip Szeto

Time warping of apneic ECG signals using genetic algorithm

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Impact of invariant objective for order preserving transformation in Bayesian optimization

Shinichi Shirakawa

Impact of invariant objective for order preserving transformation in Bayesian optimization

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Novel crossover and mutation operation in genetic algorithm for clustering

A. H. Beg, Md Zahidul Islam

Novel crossover and mutation operation in genetic algorithm for clustering

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Multi-constraint building partitioning formulation for effective contaminant detection and isolation

Alexis Kyriacou, Stelios Timotheou, Michalis P. Michaelides, Christoforos Panayiotou, Marios M. Polycarpou

Multi-constraint building partitioning formulation for effective contaminant detection and isolation

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Neuron-synapse level problem decomposition method for cooperative coevolution of recurrent networks for time series prediction

Ravneil Nand

Neuron-synapse level problem decomposition method for cooperative coevolution of recurrent networks for time series prediction

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Cooperative co-evolution using LSHADE with restarts for the CEC15 benchmarks

Mohammed El-Abd

Cooperative co-evolution using LSHADE with restarts for the CEC15 benchmarks

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A spatial-temporal visual mid-level ontology for GIF sentiment analysis

Zheng Cai, Donglin Cao, Dazhen Lin, Rongrong Ji

A spatial-temporal visual mid-level ontology for GIF sentiment analysis

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Packing programming of space station spacewalk events based on bin packing theory and differential evolution algorithm

Yue-he Zhu, Yazhong Luo, Jin Zhang

Packing programming of space station spacewalk events based on bin packing theory and differential evolution algorithm

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Solving the uncertain multi-objective multi-stage weapon target assignment problem via MOEA/D-AWA

Juan Li, Jie Chen, Bin Xin, Lihua Dou, Zhihong Peng

Solving the uncertain multi-objective multi-stage weapon target assignment problem via MOEA/D-AWA

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Fuzzy ontologies in semantic similarity measures

David Chandran, Keeley A. Crockett

Fuzzy ontologies in semantic similarity measures

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Genetic boosting classification for malware detection

Alejandro Martín, Héctor D. Menéndez, David Camacho

Genetic boosting classification for malware detection

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Sensor location in water distribution networks to detect contamination events - A multiobjective approach based on NSGA-II

Carlos Henggeler Antunes, Dolores Margarida

Sensor location in water distribution networks to detect contamination events - A multiobjective approach based on NSGA-II

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Research on autonomous moving robot path planning based on improved particle swarm optimization

Zhibin Nie, Xiaobing Yang, Shihong Gao, Yan Zheng, Jianhui Wang, Zhanshan Wang

Research on autonomous moving robot path planning based on improved particle swarm optimization

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Feature selection and neural network architecture evaluation for real-time video object classification

Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu

Feature selection and neural network architecture evaluation for real-time video object classification

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Histogram particle swarm optimization (HistPSO): Evolving non-parametric acceleration distributions

Joshua M. Manela, Timothy C. Havens

Histogram particle swarm optimization (HistPSO): Evolving non-parametric acceleration distributions

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A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric

Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric

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GPU-powered and settings-free parameter estimation of biochemical systems

Marco S. Nobile, Andrea Tangherloni, Daniela Besozzi, Paolo Cazzaniga

GPU-powered and settings-free parameter estimation of biochemical systems

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μJADEε: Micro adaptive differential evolution to solve constrained optimization problems

Aldo Marquez-Grajales, Efrén Mezura-Montes

μJADEε: Micro adaptive differential evolution to solve constrained optimization problems

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A comparative study of constraint-handling techniques in evolutionary constrained multiobjective optimization

Jia-Peng Li, Yong Wang, Shengxiang Yang, Zixing Cai

A comparative study of constraint-handling techniques in evolutionary constrained multiobjective optimization

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Drag force fault extension to evolutionary model consistency checking for a flapping-wing micro air vehicle

John C. Gallagher, Monica Sam, Sanjay K. Boddhu, Eric T. Matson, Garrison W. Greenwood

Drag force fault extension to evolutionary model consistency checking for a flapping-wing micro air vehicle

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Reference point-based nondominated sorting multi-objective quantum-inspired evolutionary algorithm

Dick Sigmund, Jong-Hwan Kim

Reference point-based nondominated sorting multi-objective quantum-inspired evolutionary algorithm

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A scalable complex event analytical system with incremental episode mining over data streams

Jerry C. C. Tseng, Jia-Yuan Gu, Ping-Feng Wang, Ching-Yu Chen, Chu-Feng Li, Vincent S. Tseng

A scalable complex event analytical system with incremental episode mining over data streams

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Chinese character CAPTCHA recognition based on convolution neural network

Yanping Lv, Feipeng Cai, Dazhen Lin, Donglin Cao

Chinese character CAPTCHA recognition based on convolution neural network

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Complexity measures in Genetic Programming learning: A brief review

Nam Le, Hoai Nguyen Xuan, Anthony Brabazon, Thuong Pham Thi

Complexity measures in Genetic Programming learning: A brief review

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An exploration of grammatical encodings to model six nations rugby match outcomes

Michael O'Neill, Anthony Brabazon, David Fagan

An exploration of grammatical encodings to model six nations rugby match outcomes

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Smart design for ships in a smart product through-life and industry 4.0 environment

Joo Hock Ang, Cindy Goh, Yun Li

Smart design for ships in a smart product through-life and industry 4.0 environment

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Feature selection and classification using age layered population structure genetic programming

Anthony Awuley, Brian J. Ross

Feature selection and classification using age layered population structure genetic programming

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A supervised cooperative clustering scheme for diagnosing process faults in an industrial plant

Mohammad Anvaripour, Sima Soltanpour, Roozbeh Razavi-Far, Mehrdad Saif, Q. M. Jonathan Wu

A supervised cooperative clustering scheme for diagnosing process faults in an industrial plant

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An effective TLBO-based memetic algorithm for hypersonic reentry trajectory optimization

Xinghua Qu, Huifeng Li, Ran Zhang, Bo Liu

An effective TLBO-based memetic algorithm for hypersonic reentry trajectory optimization

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Automatic inference of graph models for directed complex networks using genetic programming

Michael Richard Medland, Kyle Robert Harrison, Beatrice M. Ombuki-Berman

Automatic inference of graph models for directed complex networks using genetic programming

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Learning and exploiting mixed variable dependencies with a model-based EA

Krzysztof L. Sadowski, Peter A. N. Bosman, Dirk Thierens

Learning and exploiting mixed variable dependencies with a model-based EA

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Discrete differential evolutionary algorithm for job-shop scheduling problem with minimizing total weighted tardiness

Furong Ye, Zhen You, Defu Zhang, Stephen C. H. Leung

Discrete differential evolutionary algorithm for job-shop scheduling problem with minimizing total weighted tardiness

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ICARUS: Identification of complementary algorithms by uncovered sets

Mario A. Muñoz, Michael Kirley

ICARUS: Identification of complementary algorithms by uncovered sets

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An improved reference point sampling method on Pareto optimal front

Cheng He, Linqiang Pan, Hang Xu, Ye Tian, Xingyi Zhang

An improved reference point sampling method on Pareto optimal front

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A novel constrained bare-bones particle swarm optimization

Yuanxia Shen, Jian Chen, Chuanhua Zeng, Bin Ji

A novel constrained bare-bones particle swarm optimization

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Ant-colony optimization control of brushless-DC motor driving a hybrid electric-bike and fed from photovoltaic generator

Essamudin A. Ebrahim

Ant-colony optimization control of brushless-DC motor driving a hybrid electric-bike and fed from photovoltaic generator

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evoVersion: Visualizing evolutionary histories

Justin J. Kelly, Christian Jacob

evoVersion: Visualizing evolutionary histories

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Evolutionary algorithm with parallel evaluation strategy using constrained penalty-based boundary intersection

Koji Shimoyama, Taiga Kato

Evolutionary algorithm with parallel evaluation strategy using constrained penalty-based boundary intersection

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A simulation tool for evolving functionalities in disordered nanoparticle networks

Ruud van Damme, Hajo Broersma, Julia Mikhal, Celestine Lawrence, Wilfred van der Wiel

A simulation tool for evolving functionalities in disordered nanoparticle networks

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MOEA/D using covariance matrix adaptation evolution strategy for complex multi-objective optimization problems

Ting-Chen Wang, Rung-Tzuo Liaw, Chuan-Kang Ting

MOEA/D using covariance matrix adaptation evolution strategy for complex multi-objective optimization problems

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A new MBS representation for resource-constrained project scheduling problems

Xingxing Hao, Jing Liu

A new MBS representation for resource-constrained project scheduling problems

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A successful parallel implementation of NSGA-II on GPU for the energy dispatch problem on hydroelectric power plants

Lucas Braga de Oliveira, Carolina Gil Marcelino, Anolan Milanés, Paulo E. M. de Almeida, Leonel M. Carvalho

A successful parallel implementation of NSGA-II on GPU for the energy dispatch problem on hydroelectric power plants

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Predicting recurrence in clear cell Renal Cell Carcinoma: Analysis of TCGA data using outlier analysis and generalized matrix LVQ

Gargi Mukherjee, Gyan Bhanot, Kevin Raines, Srikanth Sastry, Sebastian Doniach, Michael Biehl

Predicting recurrence in clear cell Renal Cell Carcinoma: Analysis of TCGA data using outlier analysis and generalized matrix LVQ

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Manifold dimension reduction based clustering for multi-objective evolutionary algorithm

Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi

Manifold dimension reduction based clustering for multi-objective evolutionary algorithm

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Evolutionary algorithmic deployment of radio beacons for indoor positioning

Sipan Ye, Yuanzhu Peter Chen, Ting Hu

Evolutionary algorithmic deployment of radio beacons for indoor positioning

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Two-layered ensemble Kohonen nets for imbalanced streaming data

Asim Roy

Two-layered ensemble Kohonen nets for imbalanced streaming data

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Neuro-evolutionary system for FOREX trading

Jacek Mandziuk, Piotr Rajkiewicz

Neuro-evolutionary system for FOREX trading

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MotivEn: Motivational engine with sub-goal identification for autonomous robots

Rodrigo Salgado, Abraham Prieto, Pilar Caamaño, Francisco Bellas, Richard J. Duro

MotivEn: Motivational engine with sub-goal identification for autonomous robots

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Genetic programming and automatic differentiation algorithms applied to the solution of ordinary and partial differential equations

Waldir Jesus de Araujo Lobão, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco

Genetic programming and automatic differentiation algorithms applied to the solution of ordinary and partial differential equations

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Adapting to concept drift with genetic programming for classifying streaming data

Murray Smith, Vic Ciesielski

Adapting to concept drift with genetic programming for classifying streaming data

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Neutral space analysis of gene regulatory network models of salt stress response in Arabidopsis using evolutionary computation

Gonzalo A. Ruz, Tania Timmermann, Eric Goles Ch.

Neutral space analysis of gene regulatory network models of salt stress response in Arabidopsis using evolutionary computation

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A case study of homotopic BOM information management using the cellular data system

Toshio Kodama, Tosiyasu L. Kunii, Yoichi Seki

A case study of homotopic BOM information management using the cellular data system

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Generating boundary values from OCL constraints using constraints rewriting and search algorithms

Shaukat Ali, Tao Yue, Xiang Qiu, Hong Lu

Generating boundary values from OCL constraints using constraints rewriting and search algorithms

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Analysis of human comfort by 1/f fluctuation for chaotic sound generation system

Yoichiro Maeda

Analysis of human comfort by 1/f fluctuation for chaotic sound generation system

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Application of simplified swarm optimization algorithm in deteriorate supply chain network problem

Wei-Chang Yeh, Wei-Ting Lin, Chyh-Ming Lai, Yen-Chin Lee, Yuk Ying Chung, Jsen-Shung Lin

Application of simplified swarm optimization algorithm in deteriorate supply chain network problem

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Searching a probabilistic model for differential evolution population

P. Elaine Guerrero, Wagner J. F. Silva, Aluizio F. R. Araujo

Searching a probabilistic model for differential evolution population

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Exploring position independent initialisation in grammatical evolution

David Fagan, Michael Fenton, Michael O'Neill

Exploring position independent initialisation in grammatical evolution

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Portfolio selection for open-pit mining assets acquisition

Lucas S. Ferreira, Elizabeth Fialho Wanner, Adriano Chaves Lisboa, Douglas A. G. Vieira

Portfolio selection for open-pit mining assets acquisition

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Towards uncertainty quantification and management in multi-disciplinary design optimisation

J. Loxham, Timoleon Kipouros, Anthony Mark Savill

Towards uncertainty quantification and management in multi-disciplinary design optimisation

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An analytic expression of relative approximation error for a class of evolutionary algorithms

Jun He

An analytic expression of relative approximation error for a class of evolutionary algorithms

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Towards optimal algorithmic parameters for simulation-based multi-objective optimization

Martin Andersson, Sunith Bandaru, Amos H. C. Ng

Towards optimal algorithmic parameters for simulation-based multi-objective optimization

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Modifying the fitness function during the use of an evolutionary algorithm for design

Andrés Gómez de Silva Garza

Modifying the fitness function during the use of an evolutionary algorithm for design

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Particle filter with Lamarckian inheritance for nonlinear filtering

Lin Li, Chaozhu Zhang, Zhannan Li, Yun Li

Particle filter with Lamarckian inheritance for nonlinear filtering

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An adaptive differential evolution with adaptive archive selection and hill-valley detection

Tetsuyuki Takahama, Setsuko Sakai

An adaptive differential evolution with adaptive archive selection and hill-valley detection

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Multispectral hand recognition using the Kinect v2 sensor

Steven Samoil, Svetlana N. Yanushkevich

Multispectral hand recognition using the Kinect v2 sensor

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An XCS-based algorithm for multi-objective reinforcement learning

Xiu Cheng, Gang Chen, Mengjie Zhang

An XCS-based algorithm for multi-objective reinforcement learning

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Estimation multivariate normal algorithm with thresheld convergence

Dania Tamayo-Vera, Antonio Bolufé Röhler, Stephen Chen

Estimation multivariate normal algorithm with thresheld convergence

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Heuristic search towards the invention of an optimal-ignition internal combustion engine

Wuqiao Luo, Christoph Schoning, Lin Li, Yun Li

Heuristic search towards the invention of an optimal-ignition internal combustion engine

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Evolved deflection drawings

Gary Greenfield

Evolved deflection drawings

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A novel genetic algorithm for constructing uniform test forms of cognitive diagnostic models

Ye-shi Jiang, Ying Lin, Jing-Jing Li, Zheng-jia Dai, Jun Zhang, Xinglin Zhang

A novel genetic algorithm for constructing uniform test forms of cognitive diagnostic models

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A comparative study of differential evolution algorithms for parameter fitting procedures

Carlos E. Torres-Cerna, Alma Y. Alanis, Ignacio Poblete-Castro, Marta Bermejo-Jambrina, Esteban A. Hernandez-Vargas

A comparative study of differential evolution algorithms for parameter fitting procedures

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Numerical assessment of the parallelization scalability on 200 MINLP benchmarks

Martin Schlueter, Masaharu Munetomo

Numerical assessment of the parallelization scalability on 200 MINLP benchmarks

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Generalized divide the dollar

Daniel Ashlock, Garrison W. Greenwood

Generalized divide the dollar

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Improving the performance of evolutionary engine calibration algorithms with principal component analysis

Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao

Improving the performance of evolutionary engine calibration algorithms with principal component analysis

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Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns

Aldo Marquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez

Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns

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An integrated prognostic based hybrid genetic-immune algorithm for scheduling jobs and predictive maintenance

Asma Ladj, Fatima Benbouzid-Si Tayeb, Christophe Varnier

An integrated prognostic based hybrid genetic-immune algorithm for scheduling jobs and predictive maintenance

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Brain storm optimization algorithm with re-initialized ideas and adaptive step size

Mohammed El-Abd

Brain storm optimization algorithm with re-initialized ideas and adaptive step size

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Speech steganalysis using evolutionary restricted Boltzmann machines

Catherine Paulin, Sid-Ahmed Selouani, Eric Hervet

Speech steganalysis using evolutionary restricted Boltzmann machines

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A differential evolution algorithm for bilevel problems including linear equality constraints

Karla A. P. Lagares, Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa

A differential evolution algorithm for bilevel problems including linear equality constraints

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Towards high-performance global air transportation networks using socioeconomic-environmental data

Hidefumi Sawai, Aki-Hiro Sato

Towards high-performance global air transportation networks using socioeconomic-environmental data

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Automatic blended tone mapping through evolutionary optimization

Xihe Gao, Stephen Brooks, Dirk V. Arnold

Automatic blended tone mapping through evolutionary optimization

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Human-computer cooperative brain storm optimization algorithm for the two-echelon vehicle routing problem

Xueming Yan, Zhifeng Hao, Han Huang, Gang Li

Human-computer cooperative brain storm optimization algorithm for the two-echelon vehicle routing problem

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A step-wise genetic-algorithm-based approach for improving the sustainability of any country and for determining the characteristics of the ideally sustainable country

Tatiana Tambouratzis

A step-wise genetic-algorithm-based approach for improving the sustainability of any country and for determining the characteristics of the ideally sustainable country

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Modified firefly algorithm using randomized mechanisms

Lina Zhang, Liqiang Liu, Gan-Nan Yuan, Yuntao Dai

Modified firefly algorithm using randomized mechanisms

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Evolvability as a quality criterion for linear deformation representations in evolutionary optimization

Andreas Richter, Jascha Achenbach, Stefan Menzel, Mario Botsch

Evolvability as a quality criterion for linear deformation representations in evolutionary optimization

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Effects of model parameter interactions on Naïve creatures' success of learning to cross a highway

Anna T. Lawniczak, Leslie Ly, Fei Yu, Shengkun Xie

Effects of model parameter interactions on Naïve creatures' success of learning to cross a highway

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A hybrid approach for test case prioritization and selection

Dennis Silva, Ricardo de Andrade Lira Rabelo, Matheus Campanha, Pedro de Alcântara dos Santos Neto, Pedro Almir Oliveira, Ricardo Britto

A hybrid approach for test case prioritization and selection

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Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection

Hongmei He, Ashutosh Tiwari, Jörn Mehnen, Tim Watson, Carsten Maple, Yaochu Jin, Bogdan Gabrys

Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection

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Object-tracking based on particle filter using particle swarm optimization with density estimation

Gongyi Xia, Simone A. Ludwig

Object-tracking based on particle filter using particle swarm optimization with density estimation

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Binary max-sum for clustering-based task allocation in the RMASBench platform

Abel Correa

Binary max-sum for clustering-based task allocation in the RMASBench platform

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Polarity propagation of financial terms for market trend analyses using news articles

Tomoki Ito, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashita

Polarity propagation of financial terms for market trend analyses using news articles

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A multi-objective batch infill strategy for efficient global optimization

Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray

A multi-objective batch infill strategy for efficient global optimization

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Feature selection approach based on moth-flame optimization algorithm

Hossam M. Zawbaa, Eid Emary, Bazil Pârv, Marwa Sharawi

Feature selection approach based on moth-flame optimization algorithm

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A modified cuckoo search algorithm for dynamic optimization problems

Yuta Umenai, Fumito Uwano, Yusuke Tajima, Masaya Nakata, Hiroyuki Sato, Keiki Takadama

A modified cuckoo search algorithm for dynamic optimization problems

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Multi-fidelity Adaptive global metamodel of expensive computer simulations

Riccardo Pellegrini, Umberto Iemma, Cecilia Leotardi, Emilio Fortunato Campana, Matteo Diez

Multi-fidelity Adaptive global metamodel of expensive computer simulations

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Multi-fidelity design optimization under epistemic uncertainty

Liqiang Hou, Wei Tan, Hong Ma

Multi-fidelity design optimization under epistemic uncertainty

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Integrated adaptive resonance theory neural model for episodic memory with task memory for task performance of robots

Ju-Youn Park, Yong-Ho Yoo, Deok-Hwa Kim, Jong-Hwan Kim

Integrated adaptive resonance theory neural model for episodic memory with task memory for task performance of robots

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A comparative study of fuzzy parameter control in a general purpose local search metaheuristic

Warren G. Jackson, Ender Özcan, Robert Ivor John

A comparative study of fuzzy parameter control in a general purpose local search metaheuristic

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Vector evaluated particle swarm optimization exploration behavior part II: Quantitative analysis

Christiaan Scheepers, Andries P. Engelbrecht

Vector evaluated particle swarm optimization exploration behavior part II: Quantitative analysis

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Leg control based on human motion prediction using motion sensor for power assist suit without binding knee

Takuya Inoue, Shinnosuke Nomura, Yasutake Takahashi, Masayuki Kawai, Yoshiaki Taniai

Leg control based on human motion prediction using motion sensor for power assist suit without binding knee

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A new optimal resource allocation scheme for computationally expensive problems

Yi Sun, Albert Y. S. Lam, Victor O. K. Li

A new optimal resource allocation scheme for computationally expensive problems

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On the use of spatial games in explaining human cooperation

Garrison W. Greenwood

On the use of spatial games in explaining human cooperation

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A genetic algorithm with a mutation mechanism based on a Gaussian and uniform distribution to minimize addition chains for small exponents

Eduardo Vázquez-Fernández, Carlos Cadena, David A. Reyes-Gomez

A genetic algorithm with a mutation mechanism based on a Gaussian and uniform distribution to minimize addition chains for small exponents

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Feature-based algorithm selection for constrained continuous optimisation

Frank Neumann, Shayan Poursoltan

Feature-based algorithm selection for constrained continuous optimisation

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Strategic planning of aircraft trajectories in North Atlantic oceanic Airspace based on flocking behaviour

Imen Dhief, Nourelhouda Dougui, Daniel Delahaye, Noureddine Hamdi

Strategic planning of aircraft trajectories in North Atlantic oceanic Airspace based on flocking behaviour

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A comprehensive analysis on reusability of GP-evolved job shop dispatching rules

Yi Mei, Mengjie Zhang

A comprehensive analysis on reusability of GP-evolved job shop dispatching rules

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Smart renewable energy management system for consumer applications

Justin Schlauwitz, Petr Musílek

Smart renewable energy management system for consumer applications

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New modified bare-bones particle swarm optimization

Xinchao Zhao, Huiping Liu, Dongyue Liu, Wenbao Ai, Xingquan Zuo

New modified bare-bones particle swarm optimization

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Complex network analysis in PSO as an fitness landscape classifier

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Jakub Janostik, Donald Davendra

Complex network analysis in PSO as an fitness landscape classifier

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Analysis of error landscapes in multi-layered neural networks for classification

Anna S. Rakitianskaia, Eduan Bekker, Katherine Malan, Andries P. Engelbrecht

Analysis of error landscapes in multi-layered neural networks for classification

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Cuckoo search with Lévy flights for reconstruction of outline curves of computer fonts with rational Bézier curves

Andrés Iglesias, Akemi Gálvez

Cuckoo search with Lévy flights for reconstruction of outline curves of computer fonts with rational Bézier curves

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Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection

Jiarui Zhou, Zhen Ji, Zexuan Zhu, Shan He

Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection

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Improving protein tertiary structure prediction with conformational propensities of amino acid residues

Bruno Borguesan, Jonas Bohrer, Mariel Barbachan e Silva, Leonardo de Lima Correa, Márcio Dorn

Improving protein tertiary structure prediction with conformational propensities of amino acid residues

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Adaptive radius species based particle swarm optimization for multimodal optimization problems

Zhi-Hui Zhan, Zi-Jia Wang, Ying Lin, Jun Zhang

Adaptive radius species based particle swarm optimization for multimodal optimization problems

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RNN with Russell's circumplex model for emotion estimation and emotional gesture generation

Takuya Tsujimoto, Yasutake Takahashi, Shouhei Takeuchi, Yoichiro Maeda

RNN with Russell's circumplex model for emotion estimation and emotional gesture generation

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On-demand correlation-based information hierarchical structuring method (CIHSM) for non-dominated solutions

Shinya Watanabe, Sho Nakano, Kazuhisa Chiba, Masahiro Kanazaki

On-demand correlation-based information hierarchical structuring method (CIHSM) for non-dominated solutions

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An efficient sparse representation based classification for undersampled face recognition

Zizhu Fan, Lipan Kang, Zuoyong Li

An efficient sparse representation based classification for undersampled face recognition

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A genetic algorithm for deploying roadside units in VANETs

Joao F. M. Sarubbi, Flávio V. C. Martins, Cristiano M. Silva

A genetic algorithm for deploying roadside units in VANETs

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Learning classifier system with deep autoencoder

Kazuma Matsumoto, Yusuke Tajima, Rei Saito, Masaya Nakata, Hiroyuki Sato, Tim Kovacs, Keiki Takadama

Learning classifier system with deep autoencoder

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A genetic algorithm for feature selection in gait analysis

Rosa Altilio, Luca Liparulo, Andrea Proietti, Marco Paoloni, Massimo Panella

A genetic algorithm for feature selection in gait analysis

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A new constraint handling method for differential evolution solving non-convex economic dispatch problems with valve loading effect

Chunjiang Zhang, Yang Wu, Liang Gao, Xinyu Li

A new constraint handling method for differential evolution solving non-convex economic dispatch problems with valve loading effect

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Differential evolution with stochastic fractal search algorithm for global numerical optimization

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Edward Jaser

Differential evolution with stochastic fractal search algorithm for global numerical optimization

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Efficient diagnosis system for Parkinson's disease using deep belief network

Ali H. Al-Fatlawi, Mohammed H. Jabardi, Sai-Ho Ling

Efficient diagnosis system for Parkinson's disease using deep belief network

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Classification of Monte Carlo tree search variants

Cameron McGuinness

Classification of Monte Carlo tree search variants

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Enhanced obfuscation for multi-part biometric templates

Vikas Gottemukkula, Reza Derakhshani, Sashi K. Saripalle

Enhanced obfuscation for multi-part biometric templates

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Decision support for cooperative carriers based on clustering requests and discrete particle swarm optimization

Fu-Shiung Hsieh, Hao-Wei Huang

Decision support for cooperative carriers based on clustering requests and discrete particle swarm optimization

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Multi-objective optimization through differential evolution for restaurant design

Cemre Cubukcuoglu, Ioannis Chatzikonstantinou, Berk Ekici, I. Sevil Sariyildiz, Mehmet Fatih Tasgetiren

Multi-objective optimization through differential evolution for restaurant design

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The importance of diversity in the application of evolutionary algorithms to the Sudoku problem

Carlos Segura, Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre

The importance of diversity in the application of evolutionary algorithms to the Sudoku problem

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An immune inspired framework for optimization in dynamic environment

Xiao Wang, Gary G. Yen, Weiwei Zhang

An immune inspired framework for optimization in dynamic environment

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Multi-layer situation model for robot integration systems

Satoshi Yokoi, Hiroyuki Masuta, Toru Oshima, Ken'ichi Koyanagi, Tatsuo Motoyoshi

Multi-layer situation model for robot integration systems

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Implementation of demand side management of a smart home using multi-agent system

Weixian Li, Thillainathan Logenthiran, Wai Lok Woo, Van-Tung Phan, Dipti Srinivasan

Implementation of demand side management of a smart home using multi-agent system

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Multi-objective fitness-proportional attraction approach with weights

Patrick Laack, Heiner Zille, Sanaz Mostaghim

Multi-objective fitness-proportional attraction approach with weights

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Analysis of activation functions for particle swarm optimised feedforward neural networks

Andrich B. van Wyk, Andries P. Engelbrecht

Analysis of activation functions for particle swarm optimised feedforward neural networks

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Optimizing D-GM quantum computing by exploring parallel and distributed quantum simulations under GPUs arquitecture

Anderson Braga de Avila, Renata Hax Sander Reiser, Maurício L. Pilla, Adenauer C. Yamin

Optimizing D-GM quantum computing by exploring parallel and distributed quantum simulations under GPUs arquitecture

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Automatic lock-free parallel programming on multi-core processors

Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan

Automatic lock-free parallel programming on multi-core processors

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Evaluation of differential evolution with interaction network on a real-parameter optimization benchmark

Pavel Krömer, Petr Gajdos

Evaluation of differential evolution with interaction network on a real-parameter optimization benchmark

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A Pareto non-dominated solution approach for the vehicle routing problem with multiple time windows

Slim Belhaiza, Rym M'Hallah

A Pareto non-dominated solution approach for the vehicle routing problem with multiple time windows

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A vehicle-to-grid based reactive power dispatch approach using particle swarm optimization

Wenjie Zhang, Pritam Das, Dipti Srinivasan

A vehicle-to-grid based reactive power dispatch approach using particle swarm optimization

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Walking speed control in human behavior inspired gait generation system for biped robot

Azhar Aulia Saputra, János Botzheim, Naoyuki Kubota

Walking speed control in human behavior inspired gait generation system for biped robot

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Path planning using a spiking neuron algorithm with axonal delays

Jeffrey L. Krichmar

Path planning using a spiking neuron algorithm with axonal delays

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Competition on learning-based real-parameter single objective optimization by SOMA swarm based algorithm with SOMARemove strategy

Ivan Zelinka, Lukas Tomaszek

Competition on learning-based real-parameter single objective optimization by SOMA swarm based algorithm with SOMARemove strategy

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An effective DE-EDA for permutation flow-shop scheduling problem

Zuo-cheng Li, Qingxin Guo, Lixin Tang

An effective DE-EDA for permutation flow-shop scheduling problem

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Enhancing exploration in differential evolution via exponential recombination

Xin Qiu, Jian-Xin Xu, Kay Chen Tan

Enhancing exploration in differential evolution via exponential recombination

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Tuning of an adaptive unified differential evolution algorithm for global optimization

Ji Qiang, Chad Mitchell, Albert Qiang

Tuning of an adaptive unified differential evolution algorithm for global optimization

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Testing united multi-operator evolutionary algorithms-II on single objective optimization problems

Saber M. Elsayed, Noha M. Hamza, Ruhul A. Sarker

Testing united multi-operator evolutionary algorithms-II on single objective optimization problems

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Compaction for code fragment based learning classifier systems - Redux

Isidro M. Alvarez, Will N. Browne, Mengjie Zhang

Compaction for code fragment based learning classifier systems - Redux

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An opposition-based learning competitive particle swarm optimizer

Jianhong Zhou, Wei Fang, Xiaojun Wu, Jun Sun, Shi Cheng

An opposition-based learning competitive particle swarm optimizer

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EliteNSGA-III: An improved evolutionary many-objective optimization algorithm

Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb

EliteNSGA-III: An improved evolutionary many-objective optimization algorithm

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Design of selective cationic antibacterial peptides: A multiobjective genetic algorithm approach

Jesus A. Beltran, Carlos A. Brizuela

Design of selective cationic antibacterial peptides: A multiobjective genetic algorithm approach

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A genetic algorithm for improving the induction of attribute-based decision graph classifiers

João Roberto Bertini Jr., Maria do Carmo Nicoletti

A genetic algorithm for improving the induction of attribute-based decision graph classifiers

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CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance

Mohammad Nabi Omidvar, Borhan Kazimipour, Xiaodong Li, Xin Yao

CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance

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Data integration in genomics and systems biology

Angela Serra, Michele Fratello, Dario Greco, Roberto Tagliaferri

Data integration in genomics and systems biology

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Incorporating awareness and genetic-based viral marketing strategies to a consumer behavior model

Juan Francisco Robles, Manuel Chica, Oscar Cordón

Incorporating awareness and genetic-based viral marketing strategies to a consumer behavior model

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A re-ranking model for accurate knowledge base completion with knowledge base schema and web statistic

Su-Jeong Choi, Hyun-Je Song, Hee-Geun Yoon, Seong-Bae Park, Se-Young Park

A re-ranking model for accurate knowledge base completion with knowledge base schema and web statistic

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Uniform and non-uniform pseudorandom number generators in a genetic algorithm applied to an order picking problem

Michael Stauffer, Thomas Hanne, Rolf Dornberger

Uniform and non-uniform pseudorandom number generators in a genetic algorithm applied to an order picking problem

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Fireworks algorithm for the satellite link scheduling problem in the navigation constellation

Tianjiao Zhang, Liangjun Ke, Jisheng Li, Jing Li, Zexi Li, Jingqi Huang

Fireworks algorithm for the satellite link scheduling problem in the navigation constellation

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Learning Bayesian network by a mesh of points

Byron Oviedo, Luís Moreira, Amilkar Puris, Pavel Novoa, Serafín Moral

Learning Bayesian network by a mesh of points

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Performance measures for niching algorithms

Jonathan Mwaura, Andries P. Engelbrecht, Filipe V. Nepocumeno

Performance measures for niching algorithms

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Self-organizing tool for smart design with predictive customer needs and wants to realize Industry 4.0

Alfredo Alan Flores Saldivar, Cindy Goh, Wei-neng Chen, Yun Li

Self-organizing tool for smart design with predictive customer needs and wants to realize Industry 4.0

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Multi-objective model to address planning in a RTS game

Caio Freitas de Oliveira, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg

Multi-objective model to address planning in a RTS game

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A search group algorithm for optimal voltage regulation in power systems

Giovanni Acampora, Davide Caruso, Alfredo Vaccaro, Autilia Vitiello

A search group algorithm for optimal voltage regulation in power systems

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Many-objective genetic programming for job-shop scheduling

Atiya Masood, Yi Mei, Gang Chen, Mengjie Zhang

Many-objective genetic programming for job-shop scheduling

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Indicator-based cooperative coevolution for multi-objective optimization

Luis Miguel Antonio, Carlos A. Coello Coello

Indicator-based cooperative coevolution for multi-objective optimization

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Cooperative coevolution with dependency identification grouping for large scale global optimization

Guangming Dai, Xiaoyu Chen, Liang Chen, Maocai Wang, Lei Peng

Cooperative coevolution with dependency identification grouping for large scale global optimization

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PSO+: A nonlinear constraints-handling particle swarm optimization

Manoela Kohler, Leonardo Forero, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco

PSO+: A nonlinear constraints-handling particle swarm optimization

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Evolving local search heuristics for the integrated berth allocation and quay crane assignment problem

Tamer El-boghdadly, Mohamed Bader-El-Den, Dylan Jones

Evolving local search heuristics for the integrated berth allocation and quay crane assignment problem

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A genetic algorithm for a workforce scheduling and routing problem

Haneen Algethami, Rodrigo Lankaites Pinheiro, Dario Landa-Silva

A genetic algorithm for a workforce scheduling and routing problem

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A hybrid approach to sentiment analysis

Orestes Appel, Francisco Chiclana, Jenny Carter, Hamido Fujita

A hybrid approach to sentiment analysis

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Small-world hidden in differential evolution

Lenka Skanderova, Tomas Fabian, Ivan Zelinka

Small-world hidden in differential evolution

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A novel water wave optimization based memetic algorithm for flow-shop scheduling

Xin Yun, Xiaoyi Feng, Xin Lyu, Shouyang Wang, Bo Liu

A novel water wave optimization based memetic algorithm for flow-shop scheduling

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Examining the annealing schedules for RNA design algorithm

Halid Emre Erhan, Sinem Sav, Stas Kalashnikov, Herbert H. Tsang

Examining the annealing schedules for RNA design algorithm

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A novel grid-based differential evolution (DE) algorithm for many-objective optimization

Jin Kiat Chong, Kay Chen Tan

A novel grid-based differential evolution (DE) algorithm for many-objective optimization

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An improved artificial immune network algorithm for data clustering based on secondary competition selection

Yangyang Li, Dong Wang, Yiran Yu, Licheng Jiao

An improved artificial immune network algorithm for data clustering based on secondary competition selection

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General tuning of weights in MOEA/D

Martin Pilát, Roman Neruda

General tuning of weights in MOEA/D

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Automatic generation of exercises on passive transformation in Portuguese

Jorge Baptista, Sandra Lourenco, Nuno J. Mamede

Automatic generation of exercises on passive transformation in Portuguese

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Hybrid parameter control approach applied to a diversity-based multi-objective memetic algorithm for frequency assignment problems

Eduardo Segredo, Ben Paechter, Emma Hart, Carlos Ignacio Gonzalez-Vila

Hybrid parameter control approach applied to a diversity-based multi-objective memetic algorithm for frequency assignment problems

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Feature selection in solar radiation prediction using bootstrapped SVRs

Oscar García Hinde, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Carlos Casanova-Mateo, J. Sanz-Justo, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz

Feature selection in solar radiation prediction using bootstrapped SVRs

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Energy consumption prediction for steelmaking production using PSO-based BP neural network

Yanyan Zhang, Shengnan Zhao, Lixin Tang

Energy consumption prediction for steelmaking production using PSO-based BP neural network

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Sparse representation classification based on difference subspace

Qi Zhu, Qingxiang Feng, Jiashuang Huang, Dan Zhang

Sparse representation classification based on difference subspace

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Global solution of multi-objective optimal control problems with multi agent collaborative search and direct finite elements transcription

Lorenzo A. Ricciardi, Massimiliano Vasile, Christie Alisa Maddock

Global solution of multi-objective optimal control problems with multi agent collaborative search and direct finite elements transcription

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Pareto rank learning for multi-objective bi-level optimization: A study in composites manufacturing

Abhishek Gupta, Yew-Soon Ong, Piaras A. Kelly, Chi-Keong Goh

Pareto rank learning for multi-objective bi-level optimization: A study in composites manufacturing

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A memetic algorithm based on MOEA/D for near space communication system deployment optimization on tide user model

Zhao Wang, Maoguo Gong, Yu Lei, Shanfeng Wang, Linzhi Su

A memetic algorithm based on MOEA/D for near space communication system deployment optimization on tide user model

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Single phase multi-group teaching learning algorithm for computationally expensive numerical optimization (CEC 2016)

Remya Kommadath, Chinta Sivadurgaprasad, Prakash Kotecha

Single phase multi-group teaching learning algorithm for computationally expensive numerical optimization (CEC 2016)

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An evolutionary algorithm for the vehicle relocation problem in free floating carsharing

Wesam Herbawi, Martin Knoll, Marcus Kaiser, Wolfgang Gruel

An evolutionary algorithm for the vehicle relocation problem in free floating carsharing

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Enhanced multi-operator differential evolution for constrained optimization

Saber M. Elsayed, Ruhul A. Sarker, Carlos A. Coello Coello

Enhanced multi-operator differential evolution for constrained optimization

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Heritage-dynamic cultural algorithm for multi-population solutions

Andrew William Hlynka, Ziad Kobti

Heritage-dynamic cultural algorithm for multi-population solutions

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Further investigation on genetic programming with transfer learning for symbolic regression

Edward Haslam, Bing Xue, Mengjie Zhang

Further investigation on genetic programming with transfer learning for symbolic regression

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Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality

Krzysztof Michalak, Adrian Lancucki, Piotr Lipinski

Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality

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An evolutionary many-objective optimisation algorithm with adaptive region decomposition

Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb

An evolutionary many-objective optimisation algorithm with adaptive region decomposition

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An improved MOEA/D for multi-objective flexible job shop scheduling with release time uncertainties

Xiaoning Shen, Yi Sun, Min Zhang

An improved MOEA/D for multi-objective flexible job shop scheduling with release time uncertainties

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Computational intelligence based metaheuristic for energy-efficient routing in wireless sensor networks

Palvinder Singh Mann, Satvir Singh, Anil Kumar

Computational intelligence based metaheuristic for energy-efficient routing in wireless sensor networks

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Evolutionary undersampling for extremely imbalanced big data classification under apache spark

Isaac Triguero, Mikel Galar, D. Merino, Jesus Maillo, Humberto Bustince, Francisco Herrera

Evolutionary undersampling for extremely imbalanced big data classification under apache spark

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Time-series optimization methodology and knowledge discovery of descend trajectory for civil aircraft

Masahiro Kanazaki, Norazila Binti Othman

Time-series optimization methodology and knowledge discovery of descend trajectory for civil aircraft

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Hybrid evolutionary approach for level set topology optimization

Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck

Hybrid evolutionary approach for level set topology optimization

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A comparative analysis of centralized and decentralized multi-agent architecture for service restoration

Anurag Sharma, Dipti Srinivasan, Dhivya Sampath Kumar

A comparative analysis of centralized and decentralized multi-agent architecture for service restoration

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Evaluating the performance of SHADE with competing strategies on CEC 2014 single-parameter test suite

Petr Bujok, Josef Tvrdík, Radka Polakova

Evaluating the performance of SHADE with competing strategies on CEC 2014 single-parameter test suite

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Sampling based mission planning for multiple robots

Rahul Kala

Sampling based mission planning for multiple robots

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Mixed mutation strategy evolutionary programming based on Shapley value

Jinwei Pang, Hongbin Dong, Jun He, Qi Feng

Mixed mutation strategy evolutionary programming based on Shapley value

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Finding robust solutions for resource constrained project scheduling problems involving uncertainties

Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray

Finding robust solutions for resource constrained project scheduling problems involving uncertainties

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Enhancing fireworks algorithms for dynamic optimization problems

Hakan Pekdemir, Haluk Rahmi Topcuoglu

Enhancing fireworks algorithms for dynamic optimization problems

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A PSO based hybrid feature selection algorithm for high-dimensional classification

Binh Tran, Mengjie Zhang, Bing Xue

A PSO based hybrid feature selection algorithm for high-dimensional classification

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Pareto-based many-objective optimization using knee points

Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht

Pareto-based many-objective optimization using knee points

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Optimal installation of multiple DG units using competitive swarm optimizer (CSO) algorithm

Narayanan Kumarappan, R. Arulraj

Optimal installation of multiple DG units using competitive swarm optimizer (CSO) algorithm

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Particle swarm optimization-based solution updating strategy for biogeography-based optimization

Dongyang Li, Weian Guo, Lei Wang, Ming Chen

Particle swarm optimization-based solution updating strategy for biogeography-based optimization

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A modified sensitivity analysis method for driving a multidimensional search in the Artificial Bee Colony algorithm

Peio Loubière, Astrid Jourdan, Patrick Siarry, Rachid Chelouah

A modified sensitivity analysis method for driving a multidimensional search in the Artificial Bee Colony algorithm

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An effective estimation of distribution algorithm for solving uniform parallel machine scheduling problem with precedence constraints

Chuge Wu, Ling Wang, Xiaolong Zheng

An effective estimation of distribution algorithm for solving uniform parallel machine scheduling problem with precedence constraints

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Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information

Jun Xiao, Yanming Yang, Xiaoliang Ma, Jiarui Zhou, Zexuan Zhu

Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information

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An adaptive clustering routing algorithm for energy harvesting-wireless sensor networks

Xiangfei Zhang, Yongsheng Ding, Guangshun Yao, Kuangrong Hao

An adaptive clustering routing algorithm for energy harvesting-wireless sensor networks

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Analyzing coevolutionary games with dynamic fitness landscapes

Hendrik Richter

Analyzing coevolutionary games with dynamic fitness landscapes

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FCFilter: Feature selection based on clustering and genetic algorithms

Charles H. P. Ferreira, Debora M. R. de Medeiros, Fabiana Santana

FCFilter: Feature selection based on clustering and genetic algorithms

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Parallel memetic genetic algorithms for sorting unsigned genomes by translocations

Lucas A. da Silveira, José Luis Soncco-Álvarez, Mauricio Ayala-Rincón

Parallel memetic genetic algorithms for sorting unsigned genomes by translocations

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iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization

Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic

iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization

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Procedural generation of angry birds levels with adjustable difficulty

Misaki Kaidan, Tomohiro Harada, Chun Yin Chu, Ruck Thawonmas

Procedural generation of angry birds levels with adjustable difficulty

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Testing an evolutionary portfolio algorithm on the CEC2016 real-parameter single objective optimization

Junyan Yi, He Zheng, Gang Yang

Testing an evolutionary portfolio algorithm on the CEC2016 real-parameter single objective optimization

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Reference point based prediction for evolutionary dynamic multiobjective optimization

Yaochu Jin, Cuie Yang, Jinliang Ding, Tianyou Chai

Reference point based prediction for evolutionary dynamic multiobjective optimization

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NSGA-II for joint generation and voyage scheduling of an all-electric ship

Ce Shang, Dipti Srinivasan, Thomas Reindl

NSGA-II for joint generation and voyage scheduling of an all-electric ship

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A gene expression programming framework for evolutionary design of metaheuristic algorithms

Amin Rahati, Hojjat Rakhshani

A gene expression programming framework for evolutionary design of metaheuristic algorithms

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QUasi-affine TRansformation Evolutionary (QUATRE) algorithm: A parameter-reduced differential evolution algorithm for optimization problems

Zhenyu Meng, Jeng-Shyang Pan

QUasi-affine TRansformation Evolutionary (QUATRE) algorithm: A parameter-reduced differential evolution algorithm for optimization problems

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A construction of rotations-based rosters with a Genetic Algorithm

Chaima Boufaied, Raja Trabelsi, Hela Masri, Saoussen Krichen

A construction of rotations-based rosters with a Genetic Algorithm

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Dynamic optimization with restricted and unrestricted moves between changes: A study on the dynamic maximal covering location problem

Jenny Fajardo Calderín, Antonio D. Masegosa, David A. Pelta

Dynamic optimization with restricted and unrestricted moves between changes: A study on the dynamic maximal covering location problem

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Using opposition-based learning to enhance differential evolution: A comparative study

Wenjun Wang, Hui Wang, Hui Sun, Shahryar Rahnamayan

Using opposition-based learning to enhance differential evolution: A comparative study

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A meta-heuristic approach to predict protein-protein interaction network

Archana Chowdhury, Pratyusha Rakshit, Amit Konar, Atulya K. Nagar

A meta-heuristic approach to predict protein-protein interaction network

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An empirical study of the co-evolution of utility and predictive ability

Kevin B. Korb, Lachlan Brumley, Carlo Kopp

An empirical study of the co-evolution of utility and predictive ability

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fairGhosts - Ant colony controlled ghosts for Ms. Pac-Man

Iris Hunkeler, Fabian Schar, Rolf Dornberger, Thomas Hanne

fairGhosts - Ant colony controlled ghosts for Ms. Pac-Man

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Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set

Adam Viktorin, Michal Pluhacek, Roman Senkerik

Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set

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Distributed quadratic programming solver for kernel SVM using genetic algorithm

Dinesh Singh, C. Krishna Mohan

Distributed quadratic programming solver for kernel SVM using genetic algorithm

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Application of evolutionary algorithms in guaranteed parameter estimation

Thilo Goerke, Sebastian Engell

Application of evolutionary algorithms in guaranteed parameter estimation

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Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition

Siwei Jiang, Liang Feng, Dazhi Yang, Chen Kim Heng, Yew-Soon Ong, Nengsheng Allan Zhang, Puay Siew Tan, Zhihua Cai

Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition

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Automatic media planning: Optimal advertisement placement problems

Ismael Rodríguez, Fernando Rubio, Pablo Rabanal

Automatic media planning: Optimal advertisement placement problems

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Iterated local search algorithm for clustering wireless sensor networks

Muyiwa Olakanmi Oladimeji, Mikdam Turkey, Sandra E. M. Dudley

Iterated local search algorithm for clustering wireless sensor networks

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Search based recommender system using many-objective evolutionary algorithm

Bingdong Li, Chao Qian, Jinlong Li, Ke Tang, Xin Yao

Search based recommender system using many-objective evolutionary algorithm

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An improved partheno-genetic algorithm for the multi-constrained problem of curling match arrangement

Rui Ding, Hongbin Dong, Jun He, Yuxin Dong

An improved partheno-genetic algorithm for the multi-constrained problem of curling match arrangement

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Hebbian learning analysis of a grid cell based cognitive mapping system

Jun Hu, Miaolong Yuan, Huajin Tang, Wei-Yun Yau

Hebbian learning analysis of a grid cell based cognitive mapping system

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An operation optimization method based on improved EDA for BOF end-point control

Chang Liu, Xiangman Song, Te Xu, Lixin Tang

An operation optimization method based on improved EDA for BOF end-point control

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Minimize the average mean first passage time of random walk in complex networks by genetic algorithm

Yue Yu, Kwok Yip Szeto

Minimize the average mean first passage time of random walk in complex networks by genetic algorithm

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A decomposition based evolutionary algorithm with uniform design for multi-objective optimization

Cai Dai, Xiujuan Lei, Yulian Ding

A decomposition based evolutionary algorithm with uniform design for multi-objective optimization

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Multi-objective differential evolution for automated control of industrial process input material composition incorporating supply-side fluctuations

Arya K. Bhattacharya, Debjani Sambasivam

Multi-objective differential evolution for automated control of industrial process input material composition incorporating supply-side fluctuations

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An estimation of distribution algorithm guided by mean shift

Hui Fang, Aimin Zhou, Guixu Zhang

An estimation of distribution algorithm guided by mean shift

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Entropy determined hybrid two-stage multi-objective evolutionary algorithm combining locally linear embedding

Liang Chen, Chong Zhou, Guangming Dai, Yuzhen Zhang, Ruixue Hu

Entropy determined hybrid two-stage multi-objective evolutionary algorithm combining locally linear embedding

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A shuffled complex evolution algorithm for the multidimensional knapsack problem using core concept

Marcos Daniel Valadão Baroni, Flávio Miguel Varejão

A shuffled complex evolution algorithm for the multidimensional knapsack problem using core concept

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Learning a multi-player chess game with TreeStrap

Diogo Real, Alan Blair

Learning a multi-player chess game with TreeStrap

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A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP

Abir Chaabani, Slim Bechikh, Lamjed Ben Said

A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP

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A colored Petri Net for stock trading signal detection

Po-Yuan Shih, Dong-Her Shih, An-Chung Liu

A colored Petri Net for stock trading signal detection

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Adding local edge mobility to graph evolution

Daniel Ashlock, Meghan Timmins

Adding local edge mobility to graph evolution

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Verifying effectiveness of an expression education support robot that nods and gives hints

Koki Suzuki, Shogo Yamada, Masayoshi Kanoh

Verifying effectiveness of an expression education support robot that nods and gives hints

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An improved visualization approach in many-objective optimization

Zhenan He, Gary G. Yen

An improved visualization approach in many-objective optimization

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Adjusted bat algorithm for tuning of support vector machine parameters

Eva Tuba, Milan Tuba, Dana Simian

Adjusted bat algorithm for tuning of support vector machine parameters

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A coral reefs optimization algorithm with substrate layers and local search for large scale global optimization

Sancho Salcedo-Sanz, Carlos Camacho-Gómez, D. Molina, Francisco Herrera

A coral reefs optimization algorithm with substrate layers and local search for large scale global optimization

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Discriminative sparsity preserving graph embedding

Jianping Gou, Lan Du, Keyang Cheng, Yingfeng Cai

Discriminative sparsity preserving graph embedding

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A novel registration method based on coevolutionary strategy

Jun Zhang, Jinglu Hu

A novel registration method based on coevolutionary strategy

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Correlation-based genetic algorithm for real-parameter optimization

Arghya Kundu, Sougata Laha, Athanasios V. Vasilakos

Correlation-based genetic algorithm for real-parameter optimization

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Wind speed prediction using a cooperative coevolution genetic algorithm based on back propagation neural network

Jie Li, Rui Wang, Tao Zhang

Wind speed prediction using a cooperative coevolution genetic algorithm based on back propagation neural network

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Solving optimistic bilevel programs by iteratively approximating lower level optimal value function

Ankur Sinha, Pekka Malo, Kalyanmoy Deb

Solving optimistic bilevel programs by iteratively approximating lower level optimal value function

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Exploiting temporal features and pressure data for automatic leakage detection in smart water grids

Marco Fagiani, Stefano Squartini, Roberto Bonfigli, Marco Severini, Francesco Piazza

Exploiting temporal features and pressure data for automatic leakage detection in smart water grids

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A hybrid ACO algorithm based on Bayesian factorizations and reinforcement learning for continuous optimization

Qishuai Liu, Qing Hui

A hybrid ACO algorithm based on Bayesian factorizations and reinforcement learning for continuous optimization

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Equity price direction prediction for day trading: Ensemble classification using technical analysis indicators with interaction effects

Dirk Van den Poel, Celine Chesterman, Maxim Koppen, Michel Ballings

Equity price direction prediction for day trading: Ensemble classification using technical analysis indicators with interaction effects

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Improving classification on images by extracting and transferring knowledge in genetic programming

Muhammad Iqbal, Mengjie Zhang, Bing Xue

Improving classification on images by extracting and transferring knowledge in genetic programming

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Prediction of Pareto dominance by reducing equivalent and redundent dimensions in decision vectors

Guanqi Guo, Caiying Feng, Wenbin Li, Bo Yang

Prediction of Pareto dominance by reducing equivalent and redundent dimensions in decision vectors

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Evolutionary computation for feature manipulation: Key challenges and future directions

Bing Xue, Mengjie Zhang

Evolutionary computation for feature manipulation: Key challenges and future directions

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Self-adaptive spectral cluster number detecting with particle swarm optimization algorithm

Chupeng Zeng, Aimin Zhou, Guixu Zhang

Self-adaptive spectral cluster number detecting with particle swarm optimization algorithm

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A memetic algorithm for solving bilevel optimization problems with multiple followers

Md Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray

A memetic algorithm for solving bilevel optimization problems with multiple followers

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Evolutionary multitasking across single and multi-objective formulations for improved problem solving

Bingshui Da, Abhishek Gupta, Yew-Soon Ong, Liang Feng

Evolutionary multitasking across single and multi-objective formulations for improved problem solving

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The impact of elite fraction and population size on evolved iterated prisoner's dilemma agents

Daniel Ashlock, Eun-Youn Kim

The impact of elite fraction and population size on evolved iterated prisoner's dilemma agents

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A self-tuning modified firefly algorithm to solve univariate nonlinear equations with complex roots

M. K. A. Ariyaratne, T. G. I. Fernando, Sunethra Weerakoon

A self-tuning modified firefly algorithm to solve univariate nonlinear equations with complex roots

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Enhanced decomposition-based many-objective optimization using supplemental weight vectors

Hiroyuki Sato, Satoshi Nakagawa, Minami Miyakawa, Keiki Takadama

Enhanced decomposition-based many-objective optimization using supplemental weight vectors

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Unified particle swarm optimizer: Convergence analysis

Christopher Wesley Cleghorn, Andries P. Engelbrecht

Unified particle swarm optimizer: Convergence analysis

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A memetic algorithm with a variable block insertion heuristic for single machine total weighted tardiness problem with sequence dependent setup times

Mehmet Fatih Tasgetiren, Quan-Ke Pan, Yucel Ozturkoglu, Angela Hsiang-Ling Chen

A memetic algorithm with a variable block insertion heuristic for single machine total weighted tardiness problem with sequence dependent setup times

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BPGA-EDA for the multi-mode resource constrained project scheduling problem

Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert

BPGA-EDA for the multi-mode resource constrained project scheduling problem

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A more efficient method for domain repeat detection in WD-40 proteins

Nuosi Wu, Jiarui Zhou, Zexuan Zhu, Zhen Ji

A more efficient method for domain repeat detection in WD-40 proteins

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A radius-free quantum particle swarm optimization technique for dynamic optimization problems

Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht

A radius-free quantum particle swarm optimization technique for dynamic optimization problems

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Reliable multiple robot-assisted sensor relocation using multi-objective optimization

Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu

Reliable multiple robot-assisted sensor relocation using multi-objective optimization

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Single phase multi-group teaching learning algorithm for single objective real-parameter numerical optimization (CEC2016)

Remya Kommadath, Chinta Sivadurgaprasad, Prakash Kotecha

Single phase multi-group teaching learning algorithm for single objective real-parameter numerical optimization (CEC2016)

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A procurement decision support mechanism on multi-attribute fuzzy-interval auctions

Camilo A. Franco, Jens Leth Hougaard, Kurt Nielsen

A procurement decision support mechanism on multi-attribute fuzzy-interval auctions

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Dynamic sampling in training artificial neural networks with overlapping swarm intelligence

Shehzad Qureshi, John W. Sheppard

Dynamic sampling in training artificial neural networks with overlapping swarm intelligence

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Ensemble of surrogates based on error classification by unsupervised learning

Yi Zhang, Xiaoqian Chen, Ning Wang, Wen Yao, Bingxiao Du

Ensemble of surrogates based on error classification by unsupervised learning

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Analysing creative models based on unplugged evolutionary algorithms

Lilian Navarro Moreno, Francisco Fernández de Vega, Patricia Hernandez Rondan, Cayetano Jose Cruz Garcia, Jose Vicente Albarran Fernandez

Analysing creative models based on unplugged evolutionary algorithms

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Multi-objective optimization for shading devices in buildings by using evolutionary algorithms

Ayca Kirimtat, Basak Kundakci Koyunbaba, Ioannis Chatzikonstantinou, I. Sevil Sariyildiz, Ponnuthurai Nagaratnam Suganthan

Multi-objective optimization for shading devices in buildings by using evolutionary algorithms

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Multimodal multi-objective optimization: A preliminary study

J. J. Liang, C. T. Yue, B. Y. Qu

Multimodal multi-objective optimization: A preliminary study

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Author Comments: Please keep an eye on our future article 'Multi-objective particle swarm optimizer using ring topology for multimodal multi-objective problem' for further study on multimodal multi-objective optimization.
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Ensemble dominance for solving interval programming problems

Jing Sun, Dun-Wei Gong, Zhuang Miao, Zhigang Xu, Heng Zhang

Ensemble dominance for solving interval programming problems

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Solar flare prediction by SVM integrated GA

Yukiko Yamamoto, Setsuo Tsuruta, Takayuki Muranushi, Yuko Hada Muranushi, Syoji Kobashi, Yoshiyuki Mizuno, Rainer Knauf

Solar flare prediction by SVM integrated GA

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Soft subspace clustering using differential evolutionary algorithm

Yangyang Li, Yujing Lu, Licheng Jiao

Soft subspace clustering using differential evolutionary algorithm

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Integration of code-fragment based learning classifier systems for multiple domain perception and learning

Yi Liu, Muhammad Iqbal, Isidro M. Alvarez, Will N. Browne

Integration of code-fragment based learning classifier systems for multiple domain perception and learning

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A ranking and selection strategy for preference-based evolutionary multi-objective optimization of variable-noise problems

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

A ranking and selection strategy for preference-based evolutionary multi-objective optimization of variable-noise problems

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Extension and performance evaluation of recent optimization techniques on mixed integer optimization problems

Varun Punnathanam, Remya Kommadath, Prakash Kotecha

Extension and performance evaluation of recent optimization techniques on mixed integer optimization problems

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Multiobjective approach to the vehicle routing problem with demand responsive transport

Renan Santos Mendes, Dangelo Silva Miranda, Elizabeth Fialho Wanner, Joao F. M. Sarubbi, Flávio V. C. Martins

Multiobjective approach to the vehicle routing problem with demand responsive transport

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A discrete artificial bee colony algorithm for the permutation flowshop scheduling problem with sequence-dependent setup times

Yavuz Ince, Korhan Karabulut, Mehmet Fatih Tasgetiren, Quan-Ke Pan

A discrete artificial bee colony algorithm for the permutation flowshop scheduling problem with sequence-dependent setup times

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A memetic algorithm for multi-objective optimization problems with interval parameters

Dunwei Gong, Zhuang Miao, Jing Sun

A memetic algorithm for multi-objective optimization problems with interval parameters

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On sampling-and-classification optimization in discrete domains

Hong Qian, Yang Yu

On sampling-and-classification optimization in discrete domains

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An adaptive penalty-based boundary intersection approach for multiobjective evolutionary algorithm based on decomposition

Jinglei Guo, Shengxiang Yang, Shouyong Jiang

An adaptive penalty-based boundary intersection approach for multiobjective evolutionary algorithm based on decomposition

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Figure-ground image segmentation using genetic programming and feature selection

Yuyu Liang, Mengjie Zhang, Will N. Browne

Figure-ground image segmentation using genetic programming and feature selection

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A decomposition-based approach for knee solution approximation in multi-objective optimization

Sufian Sudeng, Naruemon Wattanapongsakorn

A decomposition-based approach for knee solution approximation in multi-objective optimization

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Accelerating evolutionary computation using estimated convergence points

Jun Yu, Yan Pei, Hideyuki Takagi

Accelerating evolutionary computation using estimated convergence points

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Solving two-stage stochastic mixed-integer linear problems by ordinal optimization and evolutionary algorithms

Thomas Siwczyk, Sebastian Engell

Solving two-stage stochastic mixed-integer linear problems by ordinal optimization and evolutionary algorithms

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A multi-population memetic algorithm for dynamic shortest path routing in mobile ad-hoc networks

Ayad Mashaan Turky, Nasser R. Sabar, Andy Song

A multi-population memetic algorithm for dynamic shortest path routing in mobile ad-hoc networks

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Optimizing wall insulation material parameters in renovation projects using NSGA-II

Hizir Gokhan Uyduran, Orcun Koral Iseri, Yarkin Ustunes, Onur Dursun

Optimizing wall insulation material parameters in renovation projects using NSGA-II

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Characteristics of many-objective test problems and penalty parameter specification in MOEA/D

Hisao Ishibuchi, Ken Doi, Yusuke Nojima

Characteristics of many-objective test problems and penalty parameter specification in MOEA/D

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Multi-objective topology and weight evolution of neuro-controllers

Omer Abramovich, Amiram Moshaiov

Multi-objective topology and weight evolution of neuro-controllers

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What cost teamwork: Quantifying situational awareness and computational requirements in a proto-team via multi-objective evolution

Michael Barlow, Erandi Lakshika

What cost teamwork: Quantifying situational awareness and computational requirements in a proto-team via multi-objective evolution

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A phase based optimization algorithm for big optimization problems

Zijian Cao, Lei Wang, Xinhong Hei, Qiaoyong Jiang, Xiaofeng Lu, Xiaofan Wang

A phase based optimization algorithm for big optimization problems

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An effective PSO-TLBO algorithm for multi-objective optimization

Tingli Cheng, Min-You Chen, Peter J. Fleming, Zhile Yang, Shaojun Gan

An effective PSO-TLBO algorithm for multi-objective optimization

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Analysis of simple pattern search on the noisy sphere model

Steffen Finck

Analysis of simple pattern search on the noisy sphere model

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