IEEE Congress on Evolutionary Computation, CEC 2015


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A particle swarm optimization approach for handling network social balance problem

Qing Cai, Maoguo Gong, Lijia Ma, Shanfeng Wang, Licheng Jiao, Haifeng Du

A particle swarm optimization approach for handling network social balance problem

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Neurodynamic differential evolution algorithm and solving CEC2015 competition problems

Karam M. Sallam, Ruhul A. Sarker, Daryl Essam, Saber M. Elsayed

Neurodynamic differential evolution algorithm and solving CEC2015 competition problems

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Evolutionary semi-supervised ordinal regression using weighted kernel Fisher discriminant analysis

Yuzhou Wu, Yu Sun, Xinle Liang, Ke Tang, Zixing Cai

Evolutionary semi-supervised ordinal regression using weighted kernel Fisher discriminant analysis

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Multiple Choice strategy with Dimensional mutation for PSO algorithm enhanced with chaotic Dissipative Standard Map

Michal Pluhacek, Roman Senkerik, Donald Davendra

Multiple Choice strategy with Dimensional mutation for PSO algorithm enhanced with chaotic Dissipative Standard Map

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Metaheuristic optimization algorithms for approximate solutions to ordinary differential equations

Ali Sadollah, Younghwan Choi, Joong-Hoon Kim

Metaheuristic optimization algorithms for approximate solutions to ordinary differential equations

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Evolutionary multi-objective distance metric learning for multi-label clustering

Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono

Evolutionary multi-objective distance metric learning for multi-label clustering

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Analyzing Exploration Exploitation Trade-off by means of P-I similarity index and Dictyostelium based Genetic Algorithm

Kazuyuki Inoue, Taku Hasegawa, Naoki Mori, Keinosuke Matsumoto

Analyzing Exploration Exploitation Trade-off by means of P-I similarity index and Dictyostelium based Genetic Algorithm

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Parallel particle swarm optimization for reactive power and voltage control verifying dependability

Yoshikazu Fukuyama

Parallel particle swarm optimization for reactive power and voltage control verifying dependability

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A basic consideration of an optimizer based on piecewise rotational chaos system

Yoshikazu Yamanaka, Tadashi Tsubone

A basic consideration of an optimizer based on piecewise rotational chaos system

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A novel Block-shifting simulated annealing algorithm for the no-wait flowshop scheduling problem

Jianya Ding, Shiji Song, Rui Zhang, Siwei Zhou, Cheng Wu

A novel Block-shifting simulated annealing algorithm for the no-wait flowshop scheduling problem

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Performances in GA-based menu production for hospital meals

Teijiro Isokawa, Nobuyuki Matsui

Performances in GA-based menu production for hospital meals

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Mutation-based receiver search in a network for temporary information sharing

Kei Ohnishi, Kazuya Tsukamoto, Mario Köppen

Mutation-based receiver search in a network for temporary information sharing

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Architectural design by cognitive computing

Özer Ciftcioglu, Michael S. Bittermann

Architectural design by cognitive computing

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Effects of heuristic rule generation from multiple patterns in multiobjective fuzzy genetics-Based machine learning

Yusuke Nojima, Kazuhiro Watanabe, Hisao Ishibuchi

Effects of heuristic rule generation from multiple patterns in multiobjective fuzzy genetics-Based machine learning

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Orienting mutation based fireworks algorithm

Junzhi Li, Ying Tan

Orienting mutation based fireworks algorithm

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Analysis of Q-learning with random exploration for selection of auxiliary objectives in random local search

Maxim Buzdalov, Arina Buzdalova

Analysis of Q-learning with random exploration for selection of auxiliary objectives in random local search

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Firefly algorithm with dynamically changing connections

Haruna Matsushita

Firefly algorithm with dynamically changing connections

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Competitive two-island cooperative coevolution for real parameter global optimisation

Rohitash Chandra, Kavitesh Bali

Competitive two-island cooperative coevolution for real parameter global optimisation

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A multi-agent genetic algorithm with variable neighborhood search for resource investment project scheduling problems

Xiaoxiao Yuan, Jing Liu, Martin O. Wimmers

A multi-agent genetic algorithm with variable neighborhood search for resource investment project scheduling problems

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An evolutionary algorithm based on decomposition for multimodal optimization problems

Fangqing Gu, Yiu-ming Cheung, Jie Luo

An evolutionary algorithm based on decomposition for multimodal optimization problems

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Stochastic economic dispatch with solar farm integrated by Bacterial Swarm Algorithm

M. S. Li, T. Y. Ji, Q. H. Wu, P. Z. Wu

Stochastic economic dispatch with solar farm integrated by Bacterial Swarm Algorithm

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Critical properties of cellular automata with evolving network topologies

Christian Darabos, Jason H. Moore

Critical properties of cellular automata with evolving network topologies

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Generic cognitive computing for cognition

Özer Ciftcioglu, Michael S. Bittermann

Generic cognitive computing for cognition

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A MOEA/D based approach for solving robust double row layout problem

Lingling Tang, Xingquan Zuo, Chunlu Wang, Xinchao Zhao

A MOEA/D based approach for solving robust double row layout problem

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Handling different level of unstable reward environment through an estimation of reward distribution in XCS

Takato Tatsumi, Takahiro Komine, Hiroyuki Sato, Keiki Takadama

Handling different level of unstable reward environment through an estimation of reward distribution in XCS

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Evolving spiking neural network for robot locomotion generation

Noriko Takase, János Botzheim, Naoyuki Kubota

Evolving spiking neural network for robot locomotion generation

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A Differential Evolution algorithm with success-based parameter adaptation for CEC2015 learning-based optimization

Noor H. Awad, Mostafa Z. Ali, Robert G. Reynolds

A Differential Evolution algorithm with success-based parameter adaptation for CEC2015 learning-based optimization

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WSN's energy-aware coverage preserving optimization model based on multi-objective bat algorithm

Marwa Sharawi, Eid Emary, Imane Aly Saroit, Hesham El-Mahdy

WSN's energy-aware coverage preserving optimization model based on multi-objective bat algorithm

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Formation of learning groups in cMoocs using Particle Swarm Optimization

Matheus R. D. Ullmann, Deller James Ferreira, Celso G. Camilo-Junior, Samuel Sabino Caetano, Lucas de Assis

Formation of learning groups in cMoocs using Particle Swarm Optimization

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A differential evolution based axle detector for robust vehicle classification

Deepak Dawar, Simone A. Ludwig

A differential evolution based axle detector for robust vehicle classification

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Towards an automated Innovization method for handling discrete search spaces

Abhinav Gaur, Kalyanmoy Deb

Towards an automated Innovization method for handling discrete search spaces

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On the fast hypervolume calculation method

Takeshi Watanabe, Tomoaki Tatsukawa, Akira Oyama

On the fast hypervolume calculation method

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Google challenge: A hyperheuristic for the Machine Reassignment Problem

Rodolfo Hoffmann, María Cristina Riff, Elizabeth Montero, Nicolás Rojas

Google challenge: A hyperheuristic for the Machine Reassignment Problem

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ADR-Miner: An ant-based data reduction algorithm for classification

Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar

ADR-Miner: An ant-based data reduction algorithm for classification

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Comparing solution sets of different size in evolutionary many-objective optimization

Hisao Ishibuchi, Hiroyuki Masuda, Yusuke Nojima

Comparing solution sets of different size in evolutionary many-objective optimization

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HumanCog: A cognitive architecture for solving optimization problems

Abdullah Al-Dujaili, K. Subramanian, Sundaram Suresh

HumanCog: A cognitive architecture for solving optimization problems

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A co-evolutionary algorithm based on mixed mutation strategy for WDP in combinatorial auction

Wei Hou, Hongbin Dong, Guisheng Yin, Yuxin Dong

A co-evolutionary algorithm based on mixed mutation strategy for WDP in combinatorial auction

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Design optimization of artificial lateral line system under uncertain conditions

Ali Ahrari, Hong Lei, Montassar Aidi Sharif, Kalyanmoy Deb, Xiaobo Tan

Design optimization of artificial lateral line system under uncertain conditions

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Realised volatility forecasting: A genetic programming approach

Zheng Yin, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill

Realised volatility forecasting: A genetic programming approach

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The interval sensor node's model in wireless sensor network under uncertain environments

Yi-Nan Guo, Haiyuan Liu, Zhen Yang, Jian Cheng

The interval sensor node's model in wireless sensor network under uncertain environments

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Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems

Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo

Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems

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Mining group stock portfolio by using grouping genetic algorithms

Chun-Hao Chen, Cheng-Bon Lin, Chao-Chun Chen

Mining group stock portfolio by using grouping genetic algorithms

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Equality constraint-handling technique with various mapping points: The case of portfolio replication problem

Yukiko Orito, Yoshiko Hanada

Equality constraint-handling technique with various mapping points: The case of portfolio replication problem

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Application of genetic programming and genetic algorithm in evolving emotion recognition module

Rahadian Yusuf, Ivan Tanev, Katsunori Shimohara

Application of genetic programming and genetic algorithm in evolving emotion recognition module

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Adaptive Chemical Reaction Optimization for global numerical optimization

James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li

Adaptive Chemical Reaction Optimization for global numerical optimization

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On performance of decomposition-based MOEAs in noisy environment

Qin Chen, Cheng Fu, Qingfu Zhang

On performance of decomposition-based MOEAs in noisy environment

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Vector-evaluated particle swarm optimization with local search

Derek Dibblee, Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht

Vector-evaluated particle swarm optimization with local search

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Algorithm for a tabu - ant colony optimizer

David D. Haynes, Steven M. Corns

Algorithm for a tabu - ant colony optimizer

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Identification of sustainable designs for floating settlements using computational design techniques

Cemre Ugurlu, Ioannis Chatzikonstantinou, Sevil Sariyildiz, Mehmet Fatih Tasgetiren

Identification of sustainable designs for floating settlements using computational design techniques

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Memetic Differential Evolutions using adaptive Golden Section Search and their concurrent implementation techniques

Kiyoharu Tagawa, Hirokazu Takeuchi, Atsushi Kodama

Memetic Differential Evolutions using adaptive Golden Section Search and their concurrent implementation techniques

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Evolutionary undersampling for imbalanced big data classification

Isaac Triguero, Mikel Galar, Sarah Vluymans, Chris Cornelis, Humberto Bustince, Francisco Herrera, Yvan Saeys

Evolutionary undersampling for imbalanced big data classification

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Multi-objective evolutionary optimization of evasive maneuvers including observability performance

Yu Dateng, Yazhong Luo, Jiang Zicheng, Guojin Tang

Multi-objective evolutionary optimization of evasive maneuvers including observability performance

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Designing the Boltzmann Estimation of Multivariate Normal Distribution: Issues, goals and solutions

Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Sergio Ivvan Valdez

Designing the Boltzmann Estimation of Multivariate Normal Distribution: Issues, goals and solutions

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A mimetic algorithm for simultaneous multileaf collimator aperture shape and dosimetric optimization in CyberKnife robotic radiosurgery

Matthew R. Witten, Owen C. Clancey

A mimetic algorithm for simultaneous multileaf collimator aperture shape and dosimetric optimization in CyberKnife robotic radiosurgery

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Evolving balanced decision trees with a multi-population genetic algorithm

Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Márcio P. Basgalupp

Evolving balanced decision trees with a multi-population genetic algorithm

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Risk-sensitivity through multi-objective reinforcement learning

Kristof Van Moffaert, Tim Brys, Ann Nowé

Risk-sensitivity through multi-objective reinforcement learning

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Evolutionary feature selection for emotion recognition in multilingual speech analysis

Christina Brester, Eugene Semenkin, Igor Kovalev, Pavel Zelenkov, Maxim Sidorov

Evolutionary feature selection for emotion recognition in multilingual speech analysis

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Solving a Multi-Level Capacitated Lot Sizing Problem with Random Demand via a Fix-and-Optimize heuristic

Liuxi Li, Shiji Song, Cheng Wu

Solving a Multi-Level Capacitated Lot Sizing Problem with Random Demand via a Fix-and-Optimize heuristic

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Selective evaluation in multiobjective optimization: A less explored avenue

Kalyan Shankar Bhattacharjee, Tapabrata Ray

Selective evaluation in multiobjective optimization: A less explored avenue

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Monogamous pair bonding in genetic algorithm

Ting Yee Lim, Mohammed Azmi Al-Betar, Ahamad Tajudin Khader

Monogamous pair bonding in genetic algorithm

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Robust trajectory optimization of space launch vehicle using computational intelligence

Ali A. Bataleblu, J. Roshanian

Robust trajectory optimization of space launch vehicle using computational intelligence

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Tuning differential evolution for cheap, medium, and expensive computational budgets

Ryoji Tanabe, Alex Fukunaga

Tuning differential evolution for cheap, medium, and expensive computational budgets

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A self-adaptive dynamic particle swarm optimizer

J. J. Liang, L. Guo, R. Liu, B. Y. Qu

A self-adaptive dynamic particle swarm optimizer

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Effects of ensemble action selection with different usage of player's memory resource on the evolution of cooperative strategies for iterated prisoner's dilemma game

Takahiko Sudo, Kazushi Goto, Yusuke Nojima, Hisao Ishibuchi

Effects of ensemble action selection with different usage of player's memory resource on the evolution of cooperative strategies for iterated prisoner's dilemma game

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Trade-off between computational complexity and accuracy in evolutionary image feature extraction

Wissam A. Albukhanajer, Yaochu Jin, Johann A. Briffa

Trade-off between computational complexity and accuracy in evolutionary image feature extraction

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Imbalanced classification using genetically optimized cost sensitive classifiers

Todd Perry, Mohamed Bahy Bader-El-Den, Steven Cooper

Imbalanced classification using genetically optimized cost sensitive classifiers

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A benchmark set extension and comparative study for the HyFlex framework

Steven Adriaensen, Gabriela Ochoa, Ann Nowé

A benchmark set extension and comparative study for the HyFlex framework

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GDE-MOEA: A new MOEA based on the Generational Distance indicator and ε-dominance

Adriana Menchaca-Mendez, Carlos A. Coello Coello

GDE-MOEA: A new MOEA based on the Generational Distance indicator and ε-dominance

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A simplified water wave optimization algorithm

Yujun Zheng, Bei Zhang

A simplified water wave optimization algorithm

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Effects of function translation and dimensionality reduction on landscape analysis

Mario A. Muñoz, Kate Smith-Miles

Effects of function translation and dimensionality reduction on landscape analysis

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Novelty-Organizing Team of Classifiers in noisy and dynamic environments

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Novelty-Organizing Team of Classifiers in noisy and dynamic environments

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Application of EPSO to designing a contract model of weather derivatives in Smart Grid

Hiroyuki Mori, Hajime Fujita

Application of EPSO to designing a contract model of weather derivatives in Smart Grid

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Predicting favorable protein docking poses on a solid surface by particle swarm optimization

Jimmy C. F. Ngai, Pui-In Mak, Shirley W. I. Siu

Predicting favorable protein docking poses on a solid surface by particle swarm optimization

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An improved Particle Swarm Optimization/Tabu search approach to the Quadratic Assignment Problem

Ayah M. Helal, Enas Jawdat, Ashraf M. Abdelbar

An improved Particle Swarm Optimization/Tabu search approach to the Quadratic Assignment Problem

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Image retrieval based on interactive differential evolution

Fei Yu, Yuanxiang Li, Bo Wei, Li Kuang

Image retrieval based on interactive differential evolution

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An evolutionary approach to sudoku puzzles with filtered mutations

Zhiwen Wang, Toshiyuki Yasuda, Kazuhiro Ohkura

An evolutionary approach to sudoku puzzles with filtered mutations

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Impact of imputation of missing values on Genetic programming based multiple feature construction for classification

Cao Truong Tran, Peter Andreae, Mengjie Zhang

Impact of imputation of missing values on Genetic programming based multiple feature construction for classification

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Robust airfoil optimization of human-powered aircraft against manufacturing variations

Daisuke Sasaki, Takahito Kurishita, Masaru Kamada

Robust airfoil optimization of human-powered aircraft against manufacturing variations

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Constrained optimization problem solved by dynamic constrained NSGA-III multiobjective optimizational techniques

Xi Li, Sanyou Zeng, Sha Qin, Kunqi Liu

Constrained optimization problem solved by dynamic constrained NSGA-III multiobjective optimizational techniques

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Differential evolution to find Stackelberg-Nash equilibrium in bilevel problems with multiple followers

Jaqueline S. Angelo, Helio J. C. Barbosa

Differential evolution to find Stackelberg-Nash equilibrium in bilevel problems with multiple followers

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Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed

Dimo Brockhoff

Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed

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Saturation in PSO neural network training: Good or evil?

Anna Rakitianskaia, Andries P. Engelbrecht

Saturation in PSO neural network training: Good or evil?

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Grammar-based immune programming to assist in the solution of functional equations

Heder S. Bernardino, Helio J. C. Barbosa

Grammar-based immune programming to assist in the solution of functional equations

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Stochastic Pareto local search for many objective quadratic assignment problem instances

Madalina M. Drugan

Stochastic Pareto local search for many objective quadratic assignment problem instances

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Searching for novelty in pole balancing

Chien-Lun Huang, Geoff Nitschke, David Peter Shorten

Searching for novelty in pole balancing

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Cooperative particle swarm optimizer with improved elimination mechanism for global optimization

Geng Zhang, Yangmin Li

Cooperative particle swarm optimizer with improved elimination mechanism for global optimization

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A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs

Samarth Gupta, Gary Tan

A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs

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Artificial immune systems in intelligent agents test

Sávio Mota Carneiro, Thiago A. R. da Silva, Ricardo de A. L. Rabêlo, Francisca Raquel de Vasconcelos Silveira, Gustavo Augusto Lima de Campos

Artificial immune systems in intelligent agents test

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Maximization of a dissimilarity measure for multimodal optimization

Fabrício Olivetti de França

Maximization of a dissimilarity measure for multimodal optimization

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Dynamic leader selection based on approximate manipulability

Hiroshi Sato, Masao Kubo, Tomohiro Shirakawa, Akira Namatame

Dynamic leader selection based on approximate manipulability

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Optimized base station sleeping and renewable energy procurement using PSO

Qiang Wang, Hai-Lin Liu

Optimized base station sleeping and renewable energy procurement using PSO

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Analysis of the dynamic characteristics of firefly algorithm

Takuya Shindo, Jianze Xiao, Takuya Kurihara, Kazuya Morita, Kenya Jin'no

Analysis of the dynamic characteristics of firefly algorithm

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A classification and Pareto domination based multiobjective evolutionary algorithm

Jinyuan Zhang, Aimin Zhou, Guixu Zhang

A classification and Pareto domination based multiobjective evolutionary algorithm

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Tonality driven piano compositions with Grammatical Evolution

Róisín Loughran, James McDermott, Michael O'Neill

Tonality driven piano compositions with Grammatical Evolution

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Feature subset selection using dynamic mixed strategy

Hongbin Dong, Xuyang Teng, Yang Zhou, Jun He

Feature subset selection using dynamic mixed strategy

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Robust design optimization using integrated evidence computation - with application to Orbital Debris Removal

Liqiang Hou, Anum Pirzada, Yuanli Cai, Hong Ma

Robust design optimization using integrated evidence computation - with application to Orbital Debris Removal

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Differential evolution for strongly noisy optimization: Use 1: 01n resamplings at iteration n and Reach the -1/2 slope

Shih-Yuan Chiu, Ching-Nung Lin, Jialin Liu, Tsan-Cheng Su, Fabien Teytaud, Olivier Teytaud, Shi-Jim Yen

Differential evolution for strongly noisy optimization: Use 1: 01n resamplings at iteration n and Reach the -1/2 slope

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Immune Generalized Differential Evolution for dynamic multiobjective optimization problems

Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes

Immune Generalized Differential Evolution for dynamic multiobjective optimization problems

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Flow of control in linear genetic programming

Justin Schonfeld, Daniel Ashlock

Flow of control in linear genetic programming

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A morphogenetic and evolutionary approach to regulating wireless access points for energy-efficient and reliable connection services

Kei Ohnishi, Kazuya Tsukamoto, Shigeru Kashihara

A morphogenetic and evolutionary approach to regulating wireless access points for energy-efficient and reliable connection services

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Detecting shoplifting from customer behavior data by extended XCS-SL: Towards feature extraction on class-imbalanced sequence data

Minato Sato, Kotaro Usui, Masaya Nakata, Keiki Takadama

Detecting shoplifting from customer behavior data by extended XCS-SL: Towards feature extraction on class-imbalanced sequence data

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Fuzzy neural tree in evolutionary computation for architectural design cognition

Özer Ciftcioglu, Michael S. Bittermann

Fuzzy neural tree in evolutionary computation for architectural design cognition

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Improving the performance of evolutionary algorithms by soft-constraining their sampling capabilities

Pilar Caamaño, Gervasio Varela, Richard J. Duro

Improving the performance of evolutionary algorithms by soft-constraining their sampling capabilities

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A genetic algorithm for the distributed assembly permutation flowshop scheduling problem

Xiangtao Li, Xin Zhang, Minghao Yin, Jianan Wang

A genetic algorithm for the distributed assembly permutation flowshop scheduling problem

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A new non-redundant objective set generation algorithm in many-objective optimization problems

Xiaofang Guo, Yuping Wang, Xiaoli Wang, Jingxuan Wei

A new non-redundant objective set generation algorithm in many-objective optimization problems

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Oscillator aggregation wheeled robot actively synchronizing with external environment

Sho Yamauchi, Hidenori Kawamura, Keiji Suzuki

Oscillator aggregation wheeled robot actively synchronizing with external environment

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Investigating the robustness of aisles in a non-traditional unit-load warehouse design: Leverage

Omer Ozturkoglu

Investigating the robustness of aisles in a non-traditional unit-load warehouse design: Leverage

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Structural coherence of problem and algorithm: An analysis for EDAs on all 2-bit and 3-bit problems

Alexander E. I. Brownlee, John A. W. McCall, Lee A. Christie

Structural coherence of problem and algorithm: An analysis for EDAs on all 2-bit and 3-bit problems

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A GP approach to QoS-aware Web service composition including conditional constraints

Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang

A GP approach to QoS-aware Web service composition including conditional constraints

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Efficiency of adaptive genetic algorithm with mutation matrix in the solution of the knapsack problem of increasing complexity

Qing Jie Li, Kwok Yip Szeto

Efficiency of adaptive genetic algorithm with mutation matrix in the solution of the knapsack problem of increasing complexity

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Feature selection and classification using ensembles of genetic programs and within-class and between-class permutations

Annica Ivert, Claus de Castro Aranha, Hitoshi Iba

Feature selection and classification using ensembles of genetic programs and within-class and between-class permutations

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Conceptual airport terminal design using evolutionary computation

Ioannis Chatzikonstantinou, I. Sevil Sariyildiz, Michael S. Bittermann

Conceptual airport terminal design using evolutionary computation

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Suggestion-based interactive video digest design by user-system cooperative evolution

Hiroshi Nakamura, Satoshi Ono

Suggestion-based interactive video digest design by user-system cooperative evolution

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Cluster-Based Differential Evolution with Heterogeneous Influence for numerical optimization

Mostafa Z. Ali, Noor H. Awad, Rehab Duwairi, Jafar Albadarneh, Robert G. Reynolds, Ponnuthurai N. Suganthan

Cluster-Based Differential Evolution with Heterogeneous Influence for numerical optimization

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A feature transformation method using multiobjective Genetic Programming for two-class classification

Tomoyuki Hiroyasu, Toshihide Shiraishi, Tomoya Yoshida, Utako Yamamoto

A feature transformation method using multiobjective Genetic Programming for two-class classification

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A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information

Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay

A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information

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A differential evolution algorithm for resource investment problem with tardiness

Meining Liu, Jing Liu, Martin O. Wimmers, Mingxing Zhou

A differential evolution algorithm for resource investment problem with tardiness

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A Modified Choice Function hyper-heuristic controlling unary and binary operators

John H. Drake, Ender Özcan, Edmund K. Burke

A Modified Choice Function hyper-heuristic controlling unary and binary operators

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Cooperation of optimization algorithms: A simple hierarchical model

Radka Polakova, Josef Tvrdík, Petr Bujok

Cooperation of optimization algorithms: A simple hierarchical model

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Effects of the number of design variables on performances in Kriging-model-based many-objective optimization

Chang Luo, Koji Shimoyama, Shigeru Obayashi

Effects of the number of design variables on performances in Kriging-model-based many-objective optimization

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Mentoring based particle swarm optimization algorithm for faster convergence

Muhammad Rizwan Tanweer, Sundaram Suresh, Narasimhan Sundararajan

Mentoring based particle swarm optimization algorithm for faster convergence

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Using association rules to guide evolutionary search in solving constraint satisfaction

Madalina Raschip, Cornelius Croitoru, Kilian Stoffel

Using association rules to guide evolutionary search in solving constraint satisfaction

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Interactive Genetic Algorithm with brain activation measured by functional magnetic resonance imaging

Misato Tanaka, Mitsunori Miki, Utako Yamamoto, Tomoyuki Hiroyasu

Interactive Genetic Algorithm with brain activation measured by functional magnetic resonance imaging

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Optimising the deployment of fibre optics using Guided Local Search

Sam Cramer, Michael Kampouridis

Optimising the deployment of fibre optics using Guided Local Search

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Parameter sensitivity analysis of Social Spider Algorithm

James J. Q. Yu, Victor O. K. Li

Parameter sensitivity analysis of Social Spider Algorithm

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Fireworks algorithm for the multi-satellite control resource scheduling problem

Zhenbao Liu, Zuren Feng, Liangjun Ke

Fireworks algorithm for the multi-satellite control resource scheduling problem

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Analysis of chaotic maps applied to self-organizing maps for the Traveling Salesman Problem

Remo Ryter, Michael Stauffer, Thomas Hanne, Rolf Dornberger

Analysis of chaotic maps applied to self-organizing maps for the Traveling Salesman Problem

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A differential evolution algorithm with local search for resource investment project scheduling problems

Yanni Song, Jing Liu, Martin O. Wimmers, Zhongzhou Jiang

A differential evolution algorithm with local search for resource investment project scheduling problems

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Type-2 fuzzy induced non-dominated sorting bee colony for noisy optimization

Pratyusha Rakshit, Amit Konar, Atulya K. Nagar

Type-2 fuzzy induced non-dominated sorting bee colony for noisy optimization

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A class of representations for evolving graphs

Daniel A. Ashlock, Lee-Ann Barlow

A class of representations for evolving graphs

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Multi-objective multi-view clustering ensemble based on evolutionary approach

Abdul Wahid, Xiaoying Gao, Peter Andreae

Multi-objective multi-view clustering ensemble based on evolutionary approach

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An improved performance metric for multiobjective evolutionary algorithms with user preferences

Guo Yu, Jinhua Zheng, Xiaodong Li

An improved performance metric for multiobjective evolutionary algorithms with user preferences

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Analysis of evolutionary operators for ICHEA in solving constraint optimization problems

Anuraganand Sharma

Analysis of evolutionary operators for ICHEA in solving constraint optimization problems

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Investigation of regions of interest (ROI) through the selection of optimized channels in fNIRS data

Tomoyuki Hiroyasu, Tomoya Yoshida, Utako Yamamoto

Investigation of regions of interest (ROI) through the selection of optimized channels in fNIRS data

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A Reinforcement learning algorithm for Agent-based Computational Economics (ACE) model of electricity markets

Bharat Menon Radhakrishnan, Dipti Srinivasan, Yong Fu Alfred Lau, Balaji Parasumanna Gokulan, Akshay Kumar Rathore, Sanjib Kumar Panda, Ashwin M. Khambadkone

A Reinforcement learning algorithm for Agent-based Computational Economics (ACE) model of electricity markets

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A sensor tagging approach for reusing building blocks of knowledge in Learning Classifier Systems

Liang-Yu Chen, Po-Ming Lee, Tzu-Chien Hsiao

A sensor tagging approach for reusing building blocks of knowledge in Learning Classifier Systems

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Comparative study of evolutionary multi-objective optimization algorithms for a non-linear Greenhouse climate control problem

Seyyedeh Newsha Ghoreishi, Jan Corfixen Sørensen, Bo Nørregaard Jørgensen

Comparative study of evolutionary multi-objective optimization algorithms for a non-linear Greenhouse climate control problem

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A minimum population search hybrid for large scale global optimization

Antonio Bolufé Röhler, Sonia Fiol-González, Stephen Chen

A minimum population search hybrid for large scale global optimization

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Multi-Population Inflationary Differential Evolution algorithm with Adaptive Local Restart

Marilena Di Carlo, Massimiliano Vasile, Edmondo A. Minisci

Multi-Population Inflationary Differential Evolution algorithm with Adaptive Local Restart

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A learning automata-based particle swarm optimization algorithm for noisy environment

Junqi Zhang, LinWei Xu, Ji Ma, MengChu Zhou

A learning automata-based particle swarm optimization algorithm for noisy environment

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Optimal placement and sizing of Static Var Compensator using Cuckoo search algorithm

Khai Phuc Nguyen, Goro Fujita, Vo Ngoc Dieu

Optimal placement and sizing of Static Var Compensator using Cuckoo search algorithm

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Generalisation and domain adaptation in GP with gradient descent for symbolic regression

Qi Chen, Bing Xue, Mengjie Zhang

Generalisation and domain adaptation in GP with gradient descent for symbolic regression

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Improved PSO based home energy management systems integrated with demand response in a smart grid

Hong-Tzer Yang, Chiao-Tung Yang, Chia-Chun Tsai, Guan-Jhih Chen, Szu-Yao Chen

Improved PSO based home energy management systems integrated with demand response in a smart grid

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R2-M0PS0: A multi-objective particle swarm optimizer based on R2-indicator and decomposition

Fei Li, Jianchang Liu, Shubin Tan, Xia Yu

R2-M0PS0: A multi-objective particle swarm optimizer based on R2-indicator and decomposition

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A comparison of crossover control mechanisms within single-point selection hyper-heuristics using HyFlex

John H. Drake, Ender Özcan, Edmund K. Burke

A comparison of crossover control mechanisms within single-point selection hyper-heuristics using HyFlex

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Gene regulatory network inference using Michaelis-Menten kinetics

Ahammed Sherief Kizhakkethil Youseph, Madhu Chetty, Gour C. Karmakar

Gene regulatory network inference using Michaelis-Menten kinetics

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Experimental results of heterogeneous cooperative Bare Bones Particle Swarm Optimization with Gaussian jump for Large Scale Global Optimization

Joon-Woo Lee, Tae-Yong Choi, Hyunmin Do, Dongil Park, Chanhun Park, Young-Su Son

Experimental results of heterogeneous cooperative Bare Bones Particle Swarm Optimization with Gaussian jump for Large Scale Global Optimization

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Multi-threshold image segmentation using histogram thresholding-Bayesian Honey Bee Mating Algorithm

Yunzhi Jiang, Chia-Ling Huang, Song Deng, Jun Yang, Yinglong Wang, Huojiao He

Multi-threshold image segmentation using histogram thresholding-Bayesian Honey Bee Mating Algorithm

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Immune network algorithm applied to the optimization of composite SaaS in Cloud computing

Simone A. Ludwig, Kevin Bauer

Immune network algorithm applied to the optimization of composite SaaS in Cloud computing

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Improved harmony search algorithms by tournament selection operator

Gang Li, Qingzhong Wang, Quan Du

Improved harmony search algorithms by tournament selection operator

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Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma

Rafael V. Veiga, Joao Marcos de Freitas, Heder S. Bernardino, Helio J. C. Barbosa, Neuza M. Alcantara-Neves

Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma

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Tweet credibility analysis evaluation by improving sentiment dictionary

Takashi Kawabe, Yoshimi Namihira, Kouta Suzuki, Munehiro Nara, Yoshitaka Sakurai, Setsuo Tsuruta, Rainer Knauf

Tweet credibility analysis evaluation by improving sentiment dictionary

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Nonlinear equation systems solved by many-objective hype

Sha Qin, Sanyou Zeng, Wei Dong, Xi Li

Nonlinear equation systems solved by many-objective hype

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A genetic programming approach for delta hedging

Zheng Yin, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill

A genetic programming approach for delta hedging

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Evolving Side Effect Machines to measure distances between DNA promoter sequences

Wendy Ashlock

Evolving Side Effect Machines to measure distances between DNA promoter sequences

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Prediction of acute hypotensive episodes using random forest based on genetic programming

Zhun Fan, Youxiang Zuo, Dazhi Jiang, Xinye Cai

Prediction of acute hypotensive episodes using random forest based on genetic programming

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KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning

Bo Tang, Haibo He

KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning

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Handling decision variable uncertainty in bilevel optimization problems

Zhichao Lu, Kalyanmoy Deb, Ankur Sinha

Handling decision variable uncertainty in bilevel optimization problems

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Distributed Particle Swarm Optimization using Optimal Computing Budget Allocation for multi-robot learning

Ezequiel Di Mario, Iñaki Navarro, Alcherio Martinoli

Distributed Particle Swarm Optimization using Optimal Computing Budget Allocation for multi-robot learning

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Testing MVMO on learning-based real-parameter single objective benchmark optimization problems

Jose L. Rueda, István Erlich

Testing MVMO on learning-based real-parameter single objective benchmark optimization problems

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A hybrid development platform for evolutionary multi-objective optimization

Ruimin Shen, Jinhua Zheng, Miqing Li

A hybrid development platform for evolutionary multi-objective optimization

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Architectural design computing supported by multi-objective optimization

Michael S. Bittermann, Özer Ciftcioglu

Architectural design computing supported by multi-objective optimization

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A hybrid genetic algorithm for group formation at workplace

Samuel Sabino Caetano, Deller James Ferreira, Celso G. Camilo-Junior, Matheus Rudolfo Diedrich Ullmann

A hybrid genetic algorithm for group formation at workplace

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Lévy flight PSO

Yosuke Hariya, Takuya Kurihara, Takuya Shindo, Kenya Jin'no

Lévy flight PSO

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F-MOGP: A novel many-objective evolutionary approach to QoS-aware data intensive web service composition

Yang Yu, Hui Ma, Mengjie Zhang

F-MOGP: A novel many-objective evolutionary approach to QoS-aware data intensive web service composition

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A multi-objective genetic algorithm for unit commitment with significant wind penetration

Anupam Trivedi, Dipti Srinivasan, Thomas Reindl, Chanan Singh

A multi-objective genetic algorithm for unit commitment with significant wind penetration

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Strategies for addressing class imbalance in ensemble classification of thermography breast cancer features

Gerald Schaefer, Tomoharu Nakashima

Strategies for addressing class imbalance in ensemble classification of thermography breast cancer features

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A modified bat algorithm for the Quadratic Assignment Problem

Apurv Shukla

A modified bat algorithm for the Quadratic Assignment Problem

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Bacterial Foraging Optimization for intensity-based medical image registration

Enrique Bermejo, Andrea Valsecchi, Sergio Damas, Oscar Cordón

Bacterial Foraging Optimization for intensity-based medical image registration

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Deriving minimal sensory configurations for evolved cooperative robot teams

James Watson, Geoff Nitschke

Deriving minimal sensory configurations for evolved cooperative robot teams

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Balanced Civilization map generation based on Open Data

Gabriella A. B. Barros, Julian Togelius

Balanced Civilization map generation based on Open Data

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Composite differential evolution with queueing selection for multimodal optimization

Yu-Hui Zhang, Yue-Jiao Gong, Wei-Neng Chen, Jun Zhang

Composite differential evolution with queueing selection for multimodal optimization

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Evolutionary algorithm with parallel evaluation strategy of feasible and infeasible solutions considering total constraint violation

Taiga Kato, Koji Shimoyama, Shigeru Obayashi

Evolutionary algorithm with parallel evaluation strategy of feasible and infeasible solutions considering total constraint violation

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Modification of the Bat Algorithm using fuzzy logic for dynamical parameter adaptation

Jonathan Pérez, Fevrier Valdez, Oscar Castillo

Modification of the Bat Algorithm using fuzzy logic for dynamical parameter adaptation

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Effect of selection operator on NSGA-III in single, multi, and many-objective optimization

Haitham Seada, Kalyanmoy Deb

Effect of selection operator on NSGA-III in single, multi, and many-objective optimization

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An evolutionary approach to the identification of Cellular Automata based on partial observations

Witold Bolt, Jan M. Baetens, Bernard De Baets

An evolutionary approach to the identification of Cellular Automata based on partial observations

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Using Genetic Algorithms to minimize the distance and balance the routes for the multiple Traveling Salesman Problem

Raulcezar M. F. Alves, Carlos R. Lopes

Using Genetic Algorithms to minimize the distance and balance the routes for the multiple Traveling Salesman Problem

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An effective cooperative coevolution framework integrating global and local search for large scale optimization problems

Zijian Cao, Lei Wang, Yuhui Shi, Xinhong Hei, Xiaofeng Rong, Qiaoyong Jiang, Hongye Li

An effective cooperative coevolution framework integrating global and local search for large scale optimization problems

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Regional seismic waveform inversion using swarm intelligence algorithms

Ke Ding, Yanyang Chen, Yanbin Wang, Ying Tan

Regional seismic waveform inversion using swarm intelligence algorithms

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A categorized Particle Swarm Optimization for object tracking

Feng Sha, Changseok Bae, Guang Liu, XiMeng Zhao, Yuk Ying Chung, Wei-Chang Yeh

A categorized Particle Swarm Optimization for object tracking

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Optimization of oil reservoir models using tuned evolutionary algorithms and adaptive differential evolution

Claus Aranha, Ryoji Tanabe, Romain Chassagne, Alex S. Fukunaga

Optimization of oil reservoir models using tuned evolutionary algorithms and adaptive differential evolution

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Evolving fractal art with a directed acyclic graph genetic programming representation

Daniel A. Ashlock, Jeffrey Tsang

Evolving fractal art with a directed acyclic graph genetic programming representation

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Directed mating using inverted PBI function for constrained multi-objective optimization

Minami Miyakawa, Keiki Takadama, Hiroyuki Sato

Directed mating using inverted PBI function for constrained multi-objective optimization

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A CUDA-based self-adaptive subpopulation model in genetic programming: cuSASGP

Keiko Ono, Yoshiko Hanada

A CUDA-based self-adaptive subpopulation model in genetic programming: cuSASGP

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Staying together maybe better for particles

Ji Ma, Junqi Zhang, LinWei Xu

Staying together maybe better for particles

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RGB algorithm for spatial evolutionary game theory with finite populations

Ching-I Huang, Hsiu-Hau Lin, Chun-Chung Chen

RGB algorithm for spatial evolutionary game theory with finite populations

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An ant colony optimization-based hyper-heuristic with genetic programming approach for a hybrid flow shop scheduling problem

Lin Chen, Hong Zheng, Dan Zheng, Dongni Li

An ant colony optimization-based hyper-heuristic with genetic programming approach for a hybrid flow shop scheduling problem

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Simultaneous optimistic optimization on the noiseless BBOB testbed

Bilel Derbel, Philippe Preux

Simultaneous optimistic optimization on the noiseless BBOB testbed

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Quantum immune clone for solving constrained multi-objective optimization

Ronghua Shang, Licheng Jiao, Hao Xu, Yangyang Li

Quantum immune clone for solving constrained multi-objective optimization

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Efficiency energy on humanoid robot walking using evolutionary algorithm

Azhar Aulia Saputra, Takahiro Takeda, Naoyuki Kubota

Efficiency energy on humanoid robot walking using evolutionary algorithm

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A hybrid genetic algorithm for a two-stage stochastic portfolio optimization with uncertain asset prices

Tianxiang Cui, Ruibin Bai, Andrew J. Parkes, Fang He, Rong Qu, Jingpeng Li

A hybrid genetic algorithm for a two-stage stochastic portfolio optimization with uncertain asset prices

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Multi-objective optimization of auto-tap-changer pole transformer considering optimum placement in distribution systems

Ryuto Shigenobu, Michael Damien Palmer

Multi-objective optimization of auto-tap-changer pole transformer considering optimum placement in distribution systems

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Multi-objective diagrid façade optimization using differential evolution

Ioannis Chatzikonstantinou, Berk Ekici, I. Sevil Sariyildiz, Basak Kundakci Koyunbaba

Multi-objective diagrid façade optimization using differential evolution

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How to use ants for data stream clustering

Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa

How to use ants for data stream clustering

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Heavy tails with parameter adaptation in random projection based continuous EDA

Momodou L. Sanyang, Ata Kaban

Heavy tails with parameter adaptation in random projection based continuous EDA

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MOEA/D using constant-distance based neighbors designed for many-objective optimization

Hiroyuki Sato

MOEA/D using constant-distance based neighbors designed for many-objective optimization

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A math-hyper-heuristic approach for large-scale vehicle routing problems with time windows

Nasser R. Sabar, Xiuzhen Jenny Zhang, Andy Song

A math-hyper-heuristic approach for large-scale vehicle routing problems with time windows

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A collection of challenging optimization problems in science, engineering and economics

Dhagash Mehta, Crina Grosan

A collection of challenging optimization problems in science, engineering and economics

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Dynamic search fireworks algorithm with covariance mutation for solving the CEC 2015 learning based competition problems

Chao Yu, Lingchen Kelley, Ying Tan

Dynamic search fireworks algorithm with covariance mutation for solving the CEC 2015 learning based competition problems

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Interactive evolution of levels for a competitive multiplayer FPS

Peter Thorup Olsted, Benjamin Ma, Sebastian Risi

Interactive evolution of levels for a competitive multiplayer FPS

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Dissipative differential evolution with self-adaptive control parameters

Jinglei Guo, Zhijian Li, Wei Xie, Hui Wang

Dissipative differential evolution with self-adaptive control parameters

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Annealing linear scalarized based multi-objective multi-armed bandit algorithm

Saba Q. Yahyaa, Madalina M. Drugan, Bernard Manderick

Annealing linear scalarized based multi-objective multi-armed bandit algorithm

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User-derived mutation in highly constrained Truck Loading Optimization

Joost Leuven, Michael Emmerich, Edgar Reehuis, Thomas Bäck

User-derived mutation in highly constrained Truck Loading Optimization

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Experiments on the CEC 2015 expensive optimization testbed

Vincent Berthier

Experiments on the CEC 2015 expensive optimization testbed

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Evolution of 2D apoptotic cellular automata

Jennifer Garner, Daniel Ashlock

Evolution of 2D apoptotic cellular automata

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Preference learning with evolutionary Multivariate Adaptive Regression Spline model

Mohamed Abou-Zleikha, Noor Shaker, Mads Græsbøll Christensen

Preference learning with evolutionary Multivariate Adaptive Regression Spline model

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Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems

Su Nguyen, Mengjie Zhang, Kay Chen Tan

Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems

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A novel boundary constraint-handling technique for constrained numerical optimization problems

Efren Juarez-Castillo, Nancy Pérez-Castro, Efrén Mezura-Montes

A novel boundary constraint-handling technique for constrained numerical optimization problems

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Solving multi-objective multi-stage weapon target assignment problem via adaptive NSGAII and adaptive MOEA/D: A comparison study

Juan Li, Jie Chen, Bin Xin, LiHua Dou

Solving multi-objective multi-stage weapon target assignment problem via adaptive NSGAII and adaptive MOEA/D: A comparison study

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Swarm intelligence to coordinate decentralized learning automata in identical payoff games

Jie Li, Junqi Zhang, LinWei Xu, Changjun Jiang

Swarm intelligence to coordinate decentralized learning automata in identical payoff games

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A fine-grained message passing MOEA/D

Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi

A fine-grained message passing MOEA/D

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Performance of a steady state quantum genetic algorithm for multi/many-objective engineering optimization problems

Md. Asafuddoula, Tapabrata Ray, Amitay Isaacs, Hemant Kumar Singh

Performance of a steady state quantum genetic algorithm for multi/many-objective engineering optimization problems

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Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms

Ilknur Ucar, Ahmet Murat Özbayoglu, Mustafa Ucar

Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms

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Multimodal optimization using particle swarm optimization algorithms: CEC 2015 competition on single objective multi-niche optimization

Shi Cheng, Quande Qin, Zhou Wu, Yuhui Shi, Qingyu Zhang

Multimodal optimization using particle swarm optimization algorithms: CEC 2015 competition on single objective multi-niche optimization

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Hybrid meta-heuristic applied to investments prioritization under budget uncertainty

Jérôme Lonchampt

Hybrid meta-heuristic applied to investments prioritization under budget uncertainty

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Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming

Stephanus Daniel Handoko, Hoong Chuin Lau, Abhishek Gupta, Yew-Soon Ong, Chen Kim Heng, Puay Siew Tan

Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming

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Transfer learning in Genetic Programming

Thi Thu Huong Dinh, Thi Huong Chu, Quang Uy Nguyen

Transfer learning in Genetic Programming

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An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems

Lei Chen, Chaoda Peng, Hai-Lin Liu, Shengli Xie

An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems

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A memetic gravitation search algorithm for solving clustering problems

Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang, Chun-Wei Tsai

A memetic gravitation search algorithm for solving clustering problems

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Tuning maturity model of ecogeography-based optimization on CEC 2015 single-objective optimization test problems

Yu-Jun Zheng, Xiaobei Wu

Tuning maturity model of ecogeography-based optimization on CEC 2015 single-objective optimization test problems

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Towards a predictive model of an evolutionary swarm robotics algorithm

Micael S. Couceiro, Rui P. Rocha, Fernando Manuel Lourenço Martins

Towards a predictive model of an evolutionary swarm robotics algorithm

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Applying differential evolution MCMC to parameterize large-scale spiking neural simulations

Richard Veale, Tadashi Isa, Masatoshi Yoshida

Applying differential evolution MCMC to parameterize large-scale spiking neural simulations

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Modified bat algorithm with quaternion representation

Iztok Fister, Janez Brest, Iztok Fister Jr., Xin-She Yang

Modified bat algorithm with quaternion representation

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A new Evolutionary multi-objective algorithm for Convex Hull Maximization

Wenjing Hong, Guanzhou Lu, Peng Yang, Yong Wang, Ke Tang

A new Evolutionary multi-objective algorithm for Convex Hull Maximization

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An hybrid evolutionary algorithm with scout bee global search strategy for Chinese Nurse Rostering Problems

Xiaoyan Zhuo, Han Huang, Zhaoquan Cai, Hui Hu

An hybrid evolutionary algorithm with scout bee global search strategy for Chinese Nurse Rostering Problems

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An improved fireworks algorithm with landscape information for balancing exploration and exploitation

Junfeng Chen, Qiwen Yang, Jianjun Ni, Yingjuan Xie, Shi Cheng

An improved fireworks algorithm with landscape information for balancing exploration and exploitation

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Online Distributed Voltage Control of an offshore MTdc network using reinforcement learning

S. Rodrigues, R. Teixeira Pinto, P. Bauer, Tim Brys, Ann Nowé

Online Distributed Voltage Control of an offshore MTdc network using reinforcement learning

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A species based multiobjective evolutionary algorithm for multiobjective flow shop scheduling problem

Hongfeng Wang, Yaping Fu, Min Huang

A species based multiobjective evolutionary algorithm for multiobjective flow shop scheduling problem

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Incremental non-dominated sorting with O(N) insertion for the two-dimensional case

Ilya Yakupov, Maxim Buzdalov

Incremental non-dominated sorting with O(N) insertion for the two-dimensional case

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Optimal tuning of control gains for rigid tapping processes using a learning automata methodology

Syh-Shiuh Yeh, Jien-I Lee

Optimal tuning of control gains for rigid tapping processes using a learning automata methodology

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Particle filter with extrapolation by crossover for nonlinear state estimation

Taku Sasaki, Isao Ono

Particle filter with extrapolation by crossover for nonlinear state estimation

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Ensemble centralities based Adaptive Artificial Bee algorithm

Magdalena Metlicka, Donald Davendra

Ensemble centralities based Adaptive Artificial Bee algorithm

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Forming classifier ensembles with multimodal Evolutionary Algorithms

Stuart E. Lacy, Michael A. Lones, Stephen L. Smith

Forming classifier ensembles with multimodal Evolutionary Algorithms

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Clustering Molecular Dynamics Trajectories with a univariate estimation of distribution algorithm

Rodrigo C. Barros, Christian Vahl Quevedo, Renata De Paris, Márcio P. Basgalupp

Clustering Molecular Dynamics Trajectories with a univariate estimation of distribution algorithm

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Forecasting currency exchange rates with an artificial bee colony-optimized neural network

Chukiat Worasucheep

Forecasting currency exchange rates with an artificial bee colony-optimized neural network

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Comparative analysis of genetic based approach and Apriori algorithm for mining maximal frequent item sets

Mir Md Jahangir Kabir, Shuxiang Xu, Byeong Ho Kang, Zongyuan Zhao

Comparative analysis of genetic based approach and Apriori algorithm for mining maximal frequent item sets

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Renumber strategy enhanced particle swarm optimization for cloud computing resource scheduling

Hai-Hao Li, Yu-Wen Fu, Zhi-Hui Zhan, Jing-Jing Li

Renumber strategy enhanced particle swarm optimization for cloud computing resource scheduling

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Evaluating landscape characteristics of dynamic benchmark functions

Ron Bond, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman

Evaluating landscape characteristics of dynamic benchmark functions

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Dynamic-PSO: An improved particle swarm Optimizer

Nitin Saxena, Ashish Tripathi, K. K. Mishra, Arun Kumar Misra

Dynamic-PSO: An improved particle swarm Optimizer

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Testing general game players against a Simplified Boardgames player using temporal-difference learning

Jakub Kowalski, Andrzej Kisielewicz

Testing general game players against a Simplified Boardgames player using temporal-difference learning

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BESO with strain controlled material assignment

Hardy Koke, Lennart Weiss, Christian Huhne

BESO with strain controlled material assignment

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Fireworks algorithm applied to constrained portfolio optimization problem

Nebojsa Bacanin, Milan Tuba

Fireworks algorithm applied to constrained portfolio optimization problem

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S-metric based multi-objective fireworks algorithm

Lang Liu, Shaoqiu Zheng, Ying Tan

S-metric based multi-objective fireworks algorithm

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Robust stock value prediction using support vector machines with particle swarm optimization

Trevor M. Sands, Deep Tayal, Matthew E. Morris, Sildomar T. Monteiro

Robust stock value prediction using support vector machines with particle swarm optimization

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Application of metaheuristic algorithms in nano-process parameter optimization

M. S. Norlina, P. Mazidah, N. D. Md Sin, M. Rusop

Application of metaheuristic algorithms in nano-process parameter optimization

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Short-term optimal hydrothermal scheduling problem considering power flow constraint

Jingrui Zhang, Shuang Lin, Xiangxiang Zeng, Qinghui Tang

Short-term optimal hydrothermal scheduling problem considering power flow constraint

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Efficient computation of two-dimensional solution sets maximizing the epsilon-indicator

Karl Bringmann, Tobias Friedrich, Patrick Klitzke

Efficient computation of two-dimensional solution sets maximizing the epsilon-indicator

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Solving the ambulance location problem in Tijuana-Mexico using a continuous location model

Sergio Morales Pacheco, Oliver Schütze, Carlos Vera, Leonardo Trujillo, Yazmín Maldonado

Solving the ambulance location problem in Tijuana-Mexico using a continuous location model

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Running time analysis: Convergence-based analysis reduces to switch analysis

Yang Yu, Chao Qian

Running time analysis: Convergence-based analysis reduces to switch analysis

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Can OneMax help optimizing LeadingOnes using the EA+RL method?

Maxim Buzdalov, Arina Buzdalova

Can OneMax help optimizing LeadingOnes using the EA+RL method?

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Analysis of evolutionary stability of funds flows in financial networks

Ke Yang, Weiyi Liu, Hong Wu, Kun Yue

Analysis of evolutionary stability of funds flows in financial networks

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Evolutionary data sampling for user movement classification

Iraklis Varlamis

Evolutionary data sampling for user movement classification

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Incorporating Data Envelopment Analysis solution methods into bilevel multi-objective optimization

Moriah Bostian, Ankur Sinha, Gerald Whittaker, Bradley L. Barnhart

Incorporating Data Envelopment Analysis solution methods into bilevel multi-objective optimization

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A differential evolution algorithm with variable neighborhood search for multidimensional knapsack problem

Mehmet Fatih Tasgetiren, Quan-Ke Pan, Damla Kizilay, Gürsel A. Süer

A differential evolution algorithm with variable neighborhood search for multidimensional knapsack problem

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Toward robustness against environmental change speed by artificial bee colony algorithm based on local information sharing

Ryo Takano, Hiroyuki Sato, Tomohiro Harada, Keiki Takadama

Toward robustness against environmental change speed by artificial bee colony algorithm based on local information sharing

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The proposal for real-time sequential-decision for optimal action using flexible-weight coefficient based on the state-action pair

Masashi Sugimoto, Kentarou Kurashige

The proposal for real-time sequential-decision for optimal action using flexible-weight coefficient based on the state-action pair

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Characterising constrained continuous optimisation problems

Katherine Malan, Johannes F. Oberholzer, Andries P. Engelbrecht

Characterising constrained continuous optimisation problems

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A self-optimization approach for L-SHADE incorporated with eigenvector-based crossover and successful-parent-selecting framework on CEC 2015 benchmark set

Shu-Mei Guo, Jason Sheng Hong Tsai, Chin-Chang Yang, Pang-Han Hsu

A self-optimization approach for L-SHADE incorporated with eigenvector-based crossover and successful-parent-selecting framework on CEC 2015 benchmark set

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Guidelines for defining benchmark problems in Genetic Programming

Miguel Nicolau, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon

Guidelines for defining benchmark problems in Genetic Programming

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Evolutionary algorithm applied to ballistic launch vehicle design using hybrid rocket engine evaluated by enhanced flight simulation

Hideyuki Yoda, Shoma Ito, Masahiro Kanazaki, Kazuhisa Chiba, Koki Kitagawa, Toru Shimada

Evolutionary algorithm applied to ballistic launch vehicle design using hybrid rocket engine evaluated by enhanced flight simulation

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Evolution strategies with thresheld convergence

Alejandro Piad-Morffis, Suilan Estevez-Velarde, Antonio Bolufé Röhler, James Montgomery, Stephen Chen

Evolution strategies with thresheld convergence

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Ant colony optimization applied to the problem of choosing the best combination among M combinations of shortest paths in transparent optical networks

Italo Brasileiro, Iallen Santos, André Castelo Branco Soares, Ricardo Rabelox, Felipe Mazullo

Ant colony optimization applied to the problem of choosing the best combination among M combinations of shortest paths in transparent optical networks

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A discrete particle swarm optimization box-covering algorithm for fractal dimension on complex networks

Li Kuang, Feng Wang, Yuanxiang Li, Haiqiang Mao, Min Lin, Fei Yu

A discrete particle swarm optimization box-covering algorithm for fractal dimension on complex networks

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Evolving defensive strategies against iterated induction attacks in cognitive radio networks

Siming Liu, Shamik Sengupta, Sushil J. Louis

Evolving defensive strategies against iterated induction attacks in cognitive radio networks

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Preface

Shigeru Obayashi, Carlo Poloni, Tadahiko Murata

Preface

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Paralleled Fitness Predator Optimizer with modified dynamic virtual team for multimodal problems

Shiqin Yang, Yuji Sato

Paralleled Fitness Predator Optimizer with modified dynamic virtual team for multimodal problems

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Multi-objective differential evolution algorithm for underwater image restoration

Camilo Sánchez-Ferreira, Helon V. H. Ayala, Leandro dos Santos Coelho, Daniel Munoz, Mylène C. Q. Farias, Carlos H. Llanos

Multi-objective differential evolution algorithm for underwater image restoration

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Exponentially decreased dimension number strategy based dynamic search fireworks algorithm for solving CEC2015 competition problems

Shaoqiu Zheng, Chao Yu, Junzhi Li, Ying Tan

Exponentially decreased dimension number strategy based dynamic search fireworks algorithm for solving CEC2015 competition problems

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Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant

Kaifeng Yang, Daniel Gaida, Thomas Bäck, Michael Emmerich

Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant

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Interpersonal Learning Particle Swarm Optimizer

Ji Ma, Junqi Zhang, LinWei Xu

Interpersonal Learning Particle Swarm Optimizer

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Locating controlling regions of neural networks using constrained evolutionary computation

Mohammad A. Eita, Tetsuo Shibuya, Amin A. Shoukry

Locating controlling regions of neural networks using constrained evolutionary computation

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Comparisons study of APSO OLPSO and CLPSO on CEC2005 and CEC2014 test suits

Yan-Fei Li, Zhi-Hui Zhan, Ying Lin, Jun Zhang

Comparisons study of APSO OLPSO and CLPSO on CEC2005 and CEC2014 test suits

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A sensitivity analysis of contribution-based cooperative co-evolutionary algorithms

Borhan Kazimipour, Mohammad Nabi Omidvar, Xiaodong Li, A. Kai Qin

A sensitivity analysis of contribution-based cooperative co-evolutionary algorithms

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An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation

Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, A. Pouyan Nejadhashemi, Berna Kiraz

An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation

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A new algorithm based on PSO for Multi-Objective Optimization

Man-Fai Leung, Sin Chun Ng, Chi-Chung Cheung, Andrew K. Lui

A new algorithm based on PSO for Multi-Objective Optimization

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Deep evolution of image representations for handwritten digit recognition

Alexandros Agapitos, Michael O'Neill, Miguel Nicolau, David Fagan, Ahmed Kattan, Anthony Brabazon, Kathleen Curran

Deep evolution of image representations for handwritten digit recognition

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An Opposition-based hybrid Artificial Bee Colony with Differential Evolution

Chukiat Worasucheep

An Opposition-based hybrid Artificial Bee Colony with Differential Evolution

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A multi-UAV Mission Planning videogame-based framework for player analysis

Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho

A multi-UAV Mission Planning videogame-based framework for player analysis

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An improved strategy based on center of solutions for Differential Evolution algorithm

Jing-Zhong Wang, Dai-Fen Wu, Tsung-Ying Sun

An improved strategy based on center of solutions for Differential Evolution algorithm

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Extracting both generalized and specialized knowledge by XCS using Attribute Tracking and Feedback

Keiki Takadama, Masaya Nakata

Extracting both generalized and specialized knowledge by XCS using Attribute Tracking and Feedback

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Ring optimization with extinction

Daniel A. Ashlock, Sierra Gillis, Gary B. Fogel

Ring optimization with extinction

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Local ensemble surrogate assisted crowding differential evolution

Chen Jin, A. Kai Qin, Ke Tang

Local ensemble surrogate assisted crowding differential evolution

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Structural optimisation of a composite aircraft frame applying a particle swarm algorithm

Lennart Weiss, Hardy Koke, Christian Huhne

Structural optimisation of a composite aircraft frame applying a particle swarm algorithm

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Case study on analysis of vocal frequency to estimate blood pressure

Motoki Sakai

Case study on analysis of vocal frequency to estimate blood pressure

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A generic niching framework for Variable Mesh Optimization

Ricardo Navarro, Tadahiko Murata, Rafael Falcon, Kim Chyon Hae

A generic niching framework for Variable Mesh Optimization

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Self-configuring hybrid evolutionary algorithm for fuzzy classification with active learning

Vladimir Stanovov, Eugene Semenkin, Olga Eugene Semenkina

Self-configuring hybrid evolutionary algorithm for fuzzy classification with active learning

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Time-cost optimization at the conceptual design stage using differential evolution

Onur Dursun, Berk Ekici, Sevil Sariyildiz

Time-cost optimization at the conceptual design stage using differential evolution

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Threshold image segmentation based on dynamic mutation and background cooperation

Yangyang Li, Yang Yue, Licheng Jiao, Ruochen Liu

Threshold image segmentation based on dynamic mutation and background cooperation

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Teaching a series of actions by the universal evaluations of each sensory information

Kentarou Kurashige, Kaoru Nikaido

Teaching a series of actions by the universal evaluations of each sensory information

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New performance indicators for robust optimization over time

Yuanjun Huang, Yaochu Jin, Yongsheng Ding

New performance indicators for robust optimization over time

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Evolutionary development of electronic stability program for a simulated car in TORCS environment

Jilin Huang, Ivan Tanev, Katsunori Shimohara

Evolutionary development of electronic stability program for a simulated car in TORCS environment

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Sensitivity analysis of Penalty-based Boundary Intersection on aggregation-based EMO algorithms

Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li, Kalyanmoy Deb

Sensitivity analysis of Penalty-based Boundary Intersection on aggregation-based EMO algorithms

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An evolutionary algorithm for performance optimization at software architecture level

Xin Du, Youcong Ni, Peng Ye, Xin Yao, Leandro L. Minku, Ruliang Xiao

An evolutionary algorithm for performance optimization at software architecture level

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A modified Alopex-based evolutionary algorithm and its application on parameter estimation

Pengfei He, Shaojun Li

A modified Alopex-based evolutionary algorithm and its application on parameter estimation

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A multi-objective genetic algorithm-based Adaptive Weighted Clustering Protocol in VANET

Mohamed Hadded, Rachid Zagrouba, Anis Laouiti, Paul Mühlethaler, Leïla Azouz Saïdane

A multi-objective genetic algorithm-based Adaptive Weighted Clustering Protocol in VANET

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A study on multi-objective particle swarm model by personal archives with regular graph

Takeshi Uchitane, Toshiharu Hatanaka

A study on multi-objective particle swarm model by personal archives with regular graph

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Analysis of genetic programming in gait recognition

Dipak Gaire Sharma, Ivan Tanev, Katsunori Shimohara

Analysis of genetic programming in gait recognition

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Analysis of global information sharing in hyper-heuristics for different dynamic environments

Stefan van der Stockt, Andries P. Engelbrecht

Analysis of global information sharing in hyper-heuristics for different dynamic environments

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QoS-aware long-term based service composition in cloud computing

Shengcai Liu, Yufan Wei, Ke Tang, A. Kai Qin, Xin Yao

QoS-aware long-term based service composition in cloud computing

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Population-based Optimization having deterministic and discrete dynamics

Yuya Kurita, Tadashi Tsubone

Population-based Optimization having deterministic and discrete dynamics

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Adaptive differential evolution: A visual comparison

Chi-An Chen, Tsung-Che Chiang

Adaptive differential evolution: A visual comparison

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EPSO-based gaussian process for electricity price forecasting

Hiroyuki Mori, Kaoru Nakano

EPSO-based gaussian process for electricity price forecasting

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A multi-agent genetic algorithm for big optimization problems

Yutong Zhang, Mingxing Zhou, Zhongzhou Jiang, Jing Liu

A multi-agent genetic algorithm for big optimization problems

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Hybridized bat algorithm for multi-objective radio frequency identification (RFID) network planning

Milan Tuba, Nebojsa Bacanin

Hybridized bat algorithm for multi-objective radio frequency identification (RFID) network planning

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Parameter tuned CMA-ES on the CEC'15 expensive problems

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

Parameter tuned CMA-ES on the CEC'15 expensive problems

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A novel PSO for portfolio optimization based on heterogeneous multiple population strategy

Xushan Yin, Qingjian Ni, Yuqing Zhai

A novel PSO for portfolio optimization based on heterogeneous multiple population strategy

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Interactive differential evolution using time information required for user's selection: In a case of optimizing fragrance composition

Makoto Fukumoto, Makoto Inoue, Shimpei Koga, Jun-ichi Imai

Interactive differential evolution using time information required for user's selection: In a case of optimizing fragrance composition

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Designing simulated annealing and evolutionary algorithm for estimating attributes of residents from statistics

Tadahiko Murata, Daiki Masui

Designing simulated annealing and evolutionary algorithm for estimating attributes of residents from statistics

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Evolvability of representations in complex system engineering: A survey

Andreas Richter, Mario Botsch, Stefan Menzel

Evolvability of representations in complex system engineering: A survey

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Ship route evolutionary optimization of multiple ship companies for distributed coordination of resources

Keiki Takadama, Hiroyuki Sato, Daisuke Watanabe, Eriko Azuma, Takahiro Majima, Mitujiro Katuhara

Ship route evolutionary optimization of multiple ship companies for distributed coordination of resources

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Deep community detection based on memetic algorithm

Shanfeng Wang, Maoguo Gong, Bo Shen, Zhao Wang, Qing Cai, Licheng Jiao

Deep community detection based on memetic algorithm

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A new evolutionary gene selection technique

Adrian Lancucki, Indrajit Saha, Piotr Lipinski

A new evolutionary gene selection technique

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Representation matters: Real-valued encodings for meander line RFID antennas

James Montgomery

Representation matters: Real-valued encodings for meander line RFID antennas

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Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function

Yuki Yazawa, Hernán E. Aguirre, Akira Oyama, Kiyoshi Tanaka

Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function

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Mixtures of Generalized Mallows models for solving the quadratic assignment problem

Josu Ceberio, Roberto Santana, Alexander Mendiburu, José Antonio Lozano

Mixtures of Generalized Mallows models for solving the quadratic assignment problem

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User-assisted reverse modeling with evolutionary algorithms

Pierre-Alain Fayolle, Alexander A. Pasko

User-assisted reverse modeling with evolutionary algorithms

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A configurable generalized artificial bee colony algorithm with local search strategies

Dogan Aydin, Thomas Stützle

A configurable generalized artificial bee colony algorithm with local search strategies

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Properties of scalable Distance Minimization Problems using the Manhattan metric

Heiner Zille, Sanaz Mostaghim

Properties of scalable Distance Minimization Problems using the Manhattan metric

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Music pattern mining for chromosome representation in evolutionary composition

Chien-Hung Liu, Chuan-Kang Ting

Music pattern mining for chromosome representation in evolutionary composition

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Evolutionary multiobjective optimization with hybrid selection principles

Ke Li, Kalyanmoy Deb, Qingfu Zhang

Evolutionary multiobjective optimization with hybrid selection principles

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Hybrid cooperative co-evolution for the CEC15 benchmarks

Mohammed El-Abd

Hybrid cooperative co-evolution for the CEC15 benchmarks

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BrainCrafter: An investigation into human-based neural network engineering

Jan Piskur, Peter Greve, Julian Togelius, Sebastian Risi

BrainCrafter: An investigation into human-based neural network engineering

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Leaders and followers - a new metaheuristic to avoid the bias of accumulated information

Yasser González-Fernández, Stephen Chen

Leaders and followers - a new metaheuristic to avoid the bias of accumulated information

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On increasing computational efficiency of Evolutionary Algorithms applied to large optimization problems

Maciej Glowacki, Janusz Orkisz

On increasing computational efficiency of Evolutionary Algorithms applied to large optimization problems

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Selecting multiple network spreaders based on community structure using two-phase evolutionary framework

Yu-Hsiang Fu, Chung-Yuan Huang, Chuen-Tsai Sun

Selecting multiple network spreaders based on community structure using two-phase evolutionary framework

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A novel heterogeneous feature ant colony optimization and its application on robot path planning

Yiyun Yao, Qingjian Ni, Qing Lv, Kai Huang

A novel heterogeneous feature ant colony optimization and its application on robot path planning

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Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm

Sander van Rijn, Michael T. M. Emmerich, Edgar Reehuis, Thomas Bäck

Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm

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On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces

Saúl Zapotecas Martínez, Hernán E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello

On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces

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Case based human oriented delivery route optimization

Takashi Kawabe, Yuuta Kobayashi, Setsuo Tsuruta, Yoshitaka Sakurai, Rainer Knauf

Case based human oriented delivery route optimization

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Unconstrained robust optimization using a descent-based crossover operator

Ankur Sinha, Aleksi Porokka, Pekka Malo, Kalyanmoy Deb

Unconstrained robust optimization using a descent-based crossover operator

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Wind tunnel experiment based multi-valiable aerodynamic design for drag reduction around cylinder using plasma actuators

Masahiro Kanazaki, Takashi Matsuno, Kengo Maeda, Hiromitsu Kawazoe

Wind tunnel experiment based multi-valiable aerodynamic design for drag reduction around cylinder using plasma actuators

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On the parameter settings for the chaotic dynamics embedded differential evolution

Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra

On the parameter settings for the chaotic dynamics embedded differential evolution

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A Novel Community Detection Method Based on Discrete Particle Swarm Optimization Algorithms in Complex Networks

Cen Cao, Qingjian Ni, Yuqing Zhai

A Novel Community Detection Method Based on Discrete Particle Swarm Optimization Algorithms in Complex Networks

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Resource allocation between initialization and optimization under computational expensive environment

Yi Sun, Victor O. K. Li

Resource allocation between initialization and optimization under computational expensive environment

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Image descriptor: A genetic programming approach to multiclass texture classification

Harith Al-Sahaf, Mengjie Zhang, Mark Johnston, Brijesh Verma

Image descriptor: A genetic programming approach to multiclass texture classification

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Particle swam optimization based reliability-redundancy allocation in a type-2 fuzzy environment

Zubair Ashraf, Pranab K. Muhuri, Q. M. Danish Lohani

Particle swam optimization based reliability-redundancy allocation in a type-2 fuzzy environment

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An adaptive local search algorithm for real-valued dynamic optimization

Michalis Mavrovouniotis, Ferrante Neri, Shengxiang Yang

An adaptive local search algorithm for real-valued dynamic optimization

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Memetic Firefly Algorithm for Data Fitting with Rational Curves

Andrés Iglesias, Akemi Gálvez

Memetic Firefly Algorithm for Data Fitting with Rational Curves

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A comparison of evolved linear and non-linear ensemble vote aggregators

Stuart E. Lacy, Michael A. Lones, Stephen L. Smith

A comparison of evolved linear and non-linear ensemble vote aggregators

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An improved differential evolution for batching problem in steelmaking production

Wenjie Xu, Gongshu Wang

An improved differential evolution for batching problem in steelmaking production

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A GA-based approach for mining membership functions and concept-drift patterns

Chun-Hao Chen, Yu Li, Tzung-Pei Hong, Yan-Kang Li, Eric Hsueh-Chan Lu

A GA-based approach for mining membership functions and concept-drift patterns

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Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems

Mardé Helbig, Andries P. Engelbrecht

Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems

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Analysis of multiple asteroids rendezvous optimization using genetic algorithms

Jin Zhang, Yazhong Luo, Haiyang Li, Guojin Tang

Analysis of multiple asteroids rendezvous optimization using genetic algorithms

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Search dynamics of Fitness Landscape Learning Evolutionary Computation with two types of evolution control

Taku Hasegawa, Kento Tsukada, Naoki Mori, Keinosuke Matsumoto

Search dynamics of Fitness Landscape Learning Evolutionary Computation with two types of evolution control

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Load balancing in heterogeneous networks using an evolutionary algorithm

Michael Fenton, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill

Load balancing in heterogeneous networks using an evolutionary algorithm

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A ranking method based on two preference criteria: Chebyshev function and ∈-indicator

Antonio López Jaimes, Akira Oyama, Kozo Fujii

A ranking method based on two preference criteria: Chebyshev function and ∈-indicator

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On anycast routing based on parallel evolutionary algorithm

Kangshun Li, Xiaoyang Deng, Xinyu Zhou, Wei Li

On anycast routing based on parallel evolutionary algorithm

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EVEBO: A new Election Inspired optimization algorithm

Mozaffar Pourghanbar, Manoochehr Kelarestaghi, Farshad Eshghi

EVEBO: A new Election Inspired optimization algorithm

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An exploratory path planning method based on genetic algorithm for autonomous mobile robots

Valéria de Carvalho Santos, Claudio Fabiano Motta Toledo, Fernando Santos Osório

An exploratory path planning method based on genetic algorithm for autonomous mobile robots

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A Memetic Algorithm for the Quadratic Assignment Problem with parallel local search

Matthew Harris, Regina Berretta, Mario Inostroza-Ponta, Pablo Moscato

A Memetic Algorithm for the Quadratic Assignment Problem with parallel local search

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A Non-cooperative game for faster convergence in cooperative coevolution for multi-objective optimization

Luis Miguel Antonio, Carlos A. Coello Coello

A Non-cooperative game for faster convergence in cooperative coevolution for multi-objective optimization

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Local information of fitness landscape obtained by paired comparison-based memetic search for interactive differential evolution

Yan Pei, Hideyuki Takagi

Local information of fitness landscape obtained by paired comparison-based memetic search for interactive differential evolution

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Co-evolutionary genetic programming for dataset similarity induction

Jakub Smíd, Martin Pilát, Klára Pesková, Roman Neruda

Co-evolutionary genetic programming for dataset similarity induction

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Improved chaotic gravitational search algorithms for global optimization

Dongmei Shen, Tao Jiang, Wei Chen, Qian Shi, Shangce Gao

Improved chaotic gravitational search algorithms for global optimization

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SwarmViz: An open-source visualization tool for Particle Swarm Optimization

Guillaume Jornod, Ezequiel Di Mario, Iñaki Navarro, Alcherio Martinoli

SwarmViz: An open-source visualization tool for Particle Swarm Optimization

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Differential evolution with adaptive repository of strategies and parameter control schemes

Rawaa Dawoud Al-Dabbagh

Differential evolution with adaptive repository of strategies and parameter control schemes

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Rank-based differential evolution with multiple mutation strategies for large scale global optimization

Jun-ichi Kushida, Akira Hara, Tetsuyuki Takahama

Rank-based differential evolution with multiple mutation strategies for large scale global optimization

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An evolving trust paradigm for enforcing computing system security

Orhio Mark Creado, Phu Dung Le, Jan Newmarch, Jefferson Tan

An evolving trust paradigm for enforcing computing system security

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Improving differential evolution with impulsive control framework

Wei Du, Sunney Yung-Sun Leung, Chun-Kit Kwong, Yang Tang

Improving differential evolution with impulsive control framework

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An ancestor based extension to Differential Evolution (AncDE) for Single-Objective Computationally Expensive Numerical Optimization

Rushikesh Sawant, Donagh Hatton, Diarmuid P. O'Donoghue

An ancestor based extension to Differential Evolution (AncDE) for Single-Objective Computationally Expensive Numerical Optimization

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A double swarm methodology for parameter estimation in oscillating Gene Regulatory Networks

Marco S. Nobile, Hitoshi Iba

A double swarm methodology for parameter estimation in oscillating Gene Regulatory Networks

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GANY: A genetic spectral-based Clustering algorithm for Large Data Analysis

Héctor D. Menéndez, David Camacho

GANY: A genetic spectral-based Clustering algorithm for Large Data Analysis

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Evolutionary design of oscillatory genetic networks in silico

Yuki Naruse, Hiroyuki Hamada, Taizo Hana, Hitoshi Iba

Evolutionary design of oscillatory genetic networks in silico

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Multi-objective cooperative neuro-evolution of recurrent neural networks for time series prediction

Rohitash Chandra

Multi-objective cooperative neuro-evolution of recurrent neural networks for time series prediction

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Evolutionary computation for architectural design of restaurant layouts

Cemre Ugurlu, Ioannis Chatzikonstantinou, Sevil Sariyildiz, Mehmet Fatih Tasgetiren

Evolutionary computation for architectural design of restaurant layouts

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Evolutionary multi-objective optimization for evolving Hierarchical Fuzzy System

Yosra Jarraya, Souhir Bouaziz, Adel M. Alimi, Ajith Abraham

Evolutionary multi-objective optimization for evolving Hierarchical Fuzzy System

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Designing self-sufficient floating neighborhoods using computational decision support

Ayca Kirimtat, Ioannis Chatzikonstantinou, Sevil Sariyildiz, Ayca Tartar

Designing self-sufficient floating neighborhoods using computational decision support

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New model and genetic algorithm for multi-installment divisible-load scheduling

Xiaoli Wang, Yuping Wang, Zhen Wei, Jingxuan Wei

New model and genetic algorithm for multi-installment divisible-load scheduling

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A Multi-swarm bat algorithm for global optimization

Gai-Ge Wang, Bao Chang, Zhaojun Zhang

A Multi-swarm bat algorithm for global optimization

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Evolutionary feature weighting for wind power prediction with nearest neighbor regression

Nils André Treiber, Oliver Kramer

Evolutionary feature weighting for wind power prediction with nearest neighbor regression

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PCGD: Principal components-based great deluge method for solving CNOP

Shicheng Wen, Shijin Yuan, Bin Mu, Hongyu Li, Juhui Ren

PCGD: Principal components-based great deluge method for solving CNOP

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A Restricted Neighbourhood Tabu Search for Storage Location Assignment Problem

Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song

A Restricted Neighbourhood Tabu Search for Storage Location Assignment Problem

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Nash reweighting of Monte Carlo simulations: Tsumego

David Lupien St-Pierre, Jialin Liu, Olivier Teytaud

Nash reweighting of Monte Carlo simulations: Tsumego

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Implementation of demand response in home energy management system using immune clonal selection algorithm

Ying-Yi Hong, Chao-Rong Chen, Hong-Wei Yang

Implementation of demand response in home energy management system using immune clonal selection algorithm

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Investigation of efficiency of manipulation in Interactive Tabu Search for optimizing fragrance composition

Makoto Fukumoto, Shimpei Koga

Investigation of efficiency of manipulation in Interactive Tabu Search for optimizing fragrance composition

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Visualization of Pareto optimal solutions using MIGSOM

Naoto Suzuki, Takashi Okamoto, Seiichi Koakutsu

Visualization of Pareto optimal solutions using MIGSOM

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Fireworks algorithm with covariance mutation

Chao Yu, Ying Tan

Fireworks algorithm with covariance mutation

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MVMO for bound constrained single-objective computationally expensive numerical optimization

Jose L. Rueda, István Erlich

MVMO for bound constrained single-objective computationally expensive numerical optimization

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Evaluating the performance of a differential evolution algorithm in anomaly detection

Saber M. Elsayed, Ruhul A. Sarker, Jill Slay

Evaluating the performance of a differential evolution algorithm in anomaly detection

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Advanced genetic operators in the context of evolutionary ontology

Oliviu Matei, Diana Contras

Advanced genetic operators in the context of evolutionary ontology

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Addressing the high-rise form finding problem by evolutionary computation

Berk Ekici, Seckin Kutucu, I. Sevil Sariyildiz, Mehmet Fatih Tasgetiren

Addressing the high-rise form finding problem by evolutionary computation

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Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation

Chahine Koleejan, Bing Xue, Mengjie Zhang

Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation

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Towards optimal ship design and valuable knowledge discovery under uncertain conditions

Kalyanmoy Deb, Zhichao Lu, Chris B. McKesson, Cherie Courseault Trumbach, Larry DeCan

Towards optimal ship design and valuable knowledge discovery under uncertain conditions

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Visualization of evolutionary runs with isometric mapping

Oliver Kramer, Daniel Lückehe

Visualization of evolutionary runs with isometric mapping

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Genetic Programming for algae detection in river images

Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh Verma

Genetic Programming for algae detection in river images

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Scale adaptive reproduction operator for decomposition based estimation of distribution algorithm

Bo Wang, Hua Xu, Yuan Yuan

Scale adaptive reproduction operator for decomposition based estimation of distribution algorithm

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Ant based solver for dynamic vehicle routing problem with time windows and multiple priorities

Zhiwei Yang, Michael Emmerich, Thomas Bäck

Ant based solver for dynamic vehicle routing problem with time windows and multiple priorities

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Optimal cloud storage problem in the distributed cloud data centers by the discrete PSO algorithm

Jun Liu, Tianyun Shi, Ping Li

Optimal cloud storage problem in the distributed cloud data centers by the discrete PSO algorithm

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On the use of random weights in MOEA/D

Hui Li, Min Ding, Jingda Deng, Qingfu Zhang

On the use of random weights in MOEA/D

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An improved GA for identifying susceptibility genes in the presence of epistasis

Jyh-Ferng Yang, Yu-Da Lin, Li-Yeh Chuang, Cheng-Hong Yang

An improved GA for identifying susceptibility genes in the presence of epistasis

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An artificial bee colony algorithm with a memory scheme for Dynamic Optimization Problems

Hidehiro Nakano, Masataka Kojima, Arata Miyauchi

An artificial bee colony algorithm with a memory scheme for Dynamic Optimization Problems

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On neighborhood exploration and subproblem exploitation in decomposition based multiobjective evolutionary algorithms

Aimin Zhou, Yuting Zhang, Guixu Zhang, Wenyin Gong

On neighborhood exploration and subproblem exploitation in decomposition based multiobjective evolutionary algorithms

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Reducing complexity in many objective optimization using community detection

Asep Maulana, Zhongzhou Jiang, Jing Liu, Thomas Bäck, Michael T. M. Emmerich

Reducing complexity in many objective optimization using community detection

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A modified cuckoo search algorithm for flow shop scheduling problem with blocking

Hui Wang, Wenjun Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Yong Liu

A modified cuckoo search algorithm for flow shop scheduling problem with blocking

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Formulation of the kernel logistic regression based on the confusion matrix

Miho Ohsaki, Kenji Matsuda, Peng Wang, Shigeru Katagiri, Hideyuki Watanabe

Formulation of the kernel logistic regression based on the confusion matrix

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A multi-objective evolutionary approach to predict Protein-Protein Interaction network

Archana Chowdhury, Pratyusha Rakshit, Amit Konar, Atulya K. Nagar

A multi-objective evolutionary approach to predict Protein-Protein Interaction network

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Emotion inspired adaptive robotic path planning

Henry Williams, Christopher P. Lee-Johnson, Will N. Browne, Dale A. Carnegie

Emotion inspired adaptive robotic path planning

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Improved SRPSO algorithm for solving CEC 2015 computationally expensive numerical optimization problems

Muhammad Rizwan Tanweer, Sundaram Suresh, Narasimhan Sundararajan

Improved SRPSO algorithm for solving CEC 2015 computationally expensive numerical optimization problems

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Fuzzy dynamic parameters adaptation in the Cuckoo Search Algorithm using Fuzzy logic

Maribel Guerrero, Oscar Castillo, Mario García Valdez

Fuzzy dynamic parameters adaptation in the Cuckoo Search Algorithm using Fuzzy logic

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Concept-based evolutionary exploration of design spaces by a resolution-relaxation-pareto approach

Amiram Moshaiov, Alon Snir, Barak Samina

Concept-based evolutionary exploration of design spaces by a resolution-relaxation-pareto approach

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Two-phase multiobjective genetic algorithm for constrained circuit clustering on FPGAs

Yuan Wang, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell

Two-phase multiobjective genetic algorithm for constrained circuit clustering on FPGAs

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Evolution strategies with Ledoit-Wolf covariance matrix estimation

Oliver Kramer

Evolution strategies with Ledoit-Wolf covariance matrix estimation

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Analytical estimation of the convergence point of populations

Noboru Murata, Ryuei Nishii, Hideyuki Takagi, Yan Pei

Analytical estimation of the convergence point of populations

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Bio-inspired redistribution of urban traffic flow using a social network approach

Cristian Cosariu, Alexandru Iovanovici, Lucian Prodan, Mihai Udrescu, Mircea Vladutiu

Bio-inspired redistribution of urban traffic flow using a social network approach

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Algorithm structure optimization by choosing operators in multiobjective genetic local search

Yuki Tanigaki, Hiroyuki Masuda, Yu Setoguchi, Yusuke Nojima, Hisao Ishibuchi

Algorithm structure optimization by choosing operators in multiobjective genetic local search

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Learning of hierarchical fuzzy aggregative network using simplified swarm optimization

Shang-Chia Wei, Tso-Jung Yen, Wei-Chang Yeh

Learning of hierarchical fuzzy aggregative network using simplified swarm optimization

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A multi-objective genetic programming approach to uncover explicit and implicit equations from data

Bing Wang, Hemant Kumar Singh, Tapabrata Ray

A multi-objective genetic programming approach to uncover explicit and implicit equations from data

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A 2.45GHz microstrip patch antenna evolved for WiFi application

Zongchao Weng, Dayue Guo, Yong Wu, Meng Li, Jun Hu, Wei Zeng, Xi Li, Sanyou Zeng

A 2.45GHz microstrip patch antenna evolved for WiFi application

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Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization

Ran Cheng, Markus Olhofer, Yaochu Jin

Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization

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Distributed denial of services attack protection system with genetic algorithms on Hadoop cluster computing framework

Masataka Mizukoshi, Masaharu Munetomo

Distributed denial of services attack protection system with genetic algorithms on Hadoop cluster computing framework

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Memetic algorithm for solving resource constrained project scheduling problems

Ismail M. Ali, Saber M. Elsayed, Tapabrata Ray, Ruhul A. Sarker

Memetic algorithm for solving resource constrained project scheduling problems

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Solving CEC 2015 multi-modal competition problems using neighborhood based speciation Differential Evolution

B. Y. Qu, J. J. Liang, Z. Y. Wang, D. M. Liu

Solving CEC 2015 multi-modal competition problems using neighborhood based speciation Differential Evolution

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Many-objective optimization of interplanetary space mission trajectories

Martin Schlueter, Chit Hong Yam, Takeshi Watanabe, Akira Oyama

Many-objective optimization of interplanetary space mission trajectories

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A Co-Evolutionary Decomposition-based Algorithm for Bi-Level combinatorial Optimization

Abir Chaabani, Slim Bechikh, Lamjed Ben Said

A Co-Evolutionary Decomposition-based Algorithm for Bi-Level combinatorial Optimization

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A proposal on a decomposition-based evolutionary multiobjective optimization for large scale vehicle routing problems

Shinya Watanabe, Masashi Ito, Kazutoshi Sakakibara

A proposal on a decomposition-based evolutionary multiobjective optimization for large scale vehicle routing problems

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An evolutionary algorithm with adaptive scalarization for multiobjective bilevel programs

Abhishek Gupta, Yew-Soon Ong

An evolutionary algorithm with adaptive scalarization for multiobjective bilevel programs

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Sports building envelope optimization using Multi-objective Multidisciplinary Design Optimization (M-MDO) techniques

Ding Yang, Michela Turrin, Sevil Sariyildiz, Yimin Sun

Sports building envelope optimization using Multi-objective Multidisciplinary Design Optimization (M-MDO) techniques

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Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach

Tony Butler-Yeoman, Bing Xue, Mengjie Zhang

Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach

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Towards robustness optimization of complex networks based on redundancy backup

Xiaoke Zhang, Jun Wu, Cuiying Duan, Michael T. M. Emmerich, Thomas Bäck

Towards robustness optimization of complex networks based on redundancy backup

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Reference point based distributed computing for multiobjective optimization

Okkes Tolga Altinöz, Kalyanmoy Deb, A. Egemen Yilmaz

Reference point based distributed computing for multiobjective optimization

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Strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game

Takahiko Sudo, Kazushi Goto, Yusuke Nojima, Hisao Ishibuchi

Strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game

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A Hybrid Genetic Algorithm for image denoising

Jonatas Lopes de Paiva, Claudio Fabiano Motta Toledo, Hélio Pedrini

A Hybrid Genetic Algorithm for image denoising

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Heuristic evolution with Genetic Programming for Traveling Thief Problem

Yi Mei, Xiaodong Li, Flora Salim, Xin Yao

Heuristic evolution with Genetic Programming for Traveling Thief Problem

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Swarm reinforcement learning methods improving certainty of learning for a multi-robot formation problem

Hitoshi Iima, Yasuaki Kuroe

Swarm reinforcement learning methods improving certainty of learning for a multi-robot formation problem

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Comparison of scalarization functions within a local surrogate assisted multi-objective memetic algorithm framework for expensive problems

Pramudita Satria Palar, Takeshi Tsuchiya, Geoffrey T. Parks

Comparison of scalarization functions within a local surrogate assisted multi-objective memetic algorithm framework for expensive problems

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Ensemble System based on Genetic Algorithm for stock market forecasting

Rafael Thomazi Gonzalez, Carlos Alberto de Araújo Padilha, Dante Augusto Couto Barone

Ensemble System based on Genetic Algorithm for stock market forecasting

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Cooperative neuro-evolution of Elman recurrent networks for tropical cyclone wind-intensity prediction in the South Pacific region

Rohitash Chandra, Kavina Dayal

Cooperative neuro-evolution of Elman recurrent networks for tropical cyclone wind-intensity prediction in the South Pacific region

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Multi-scenario, multi-objective optimization using evolutionary algorithms: Initial results

Kalyanmoy Deb, Ling Zhu, Sandeep S. Kulkarni

Multi-scenario, multi-objective optimization using evolutionary algorithms: Initial results

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Transportation policy formulation as a multi-objective bilevel optimization problem

Ankur Sinha, Pekka Malo, Kalyanmoy Deb

Transportation policy formulation as a multi-objective bilevel optimization problem

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Iterative hybridization of DE with Local Search for the CEC'2015 special session on large scale global optimization

Daniel Molina, Francisco Herrera

Iterative hybridization of DE with Local Search for the CEC'2015 special session on large scale global optimization

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A Memetic Algorithm for solving single objective bilevel optimization problems

Md Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray

A Memetic Algorithm for solving single objective bilevel optimization problems

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A simulated annealing approach to supplier selection aware inventory planning

Seda Turk, Simon Miller, Ender Özcan, Robert Ivor John

A simulated annealing approach to supplier selection aware inventory planning

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Fully informed particle swarm optimizer: Convergence analysis

Christopher Wesley Cleghorn, Andries P. Engelbrecht

Fully informed particle swarm optimizer: Convergence analysis

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Hard test generation for augmenting path maximum flow algorithms using genetic algorithms: Revisited

Maxim Buzdalov, Anatoly Shalyto

Hard test generation for augmenting path maximum flow algorithms using genetic algorithms: Revisited

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Evolving game playing strategies for Othello

Clive Frankland, Nelishia Pillay

Evolving game playing strategies for Othello

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Development of a genetic algorithm based electric vehicle charging coordination on distribution networks

Yen-Chih Yeh, Men-Shen Tsai

Development of a genetic algorithm based electric vehicle charging coordination on distribution networks

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A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation

Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu

A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation

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How should Learning Classifier Systems cover a state-action space?

Masaya Nakata, Pier Luca Lanzi, Tim Kovacs, Will Neil Browne, Keiki Takadama

How should Learning Classifier Systems cover a state-action space?

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Deadline constrained cloud computing resources scheduling for cost optimization based on dynamic objective genetic algorithm

Zong-Gan Chen, Ke-Jing Du, Zhi-Hui Zhan, Jun Zhang

Deadline constrained cloud computing resources scheduling for cost optimization based on dynamic objective genetic algorithm

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A populated local search with differential evolution for blocking flowshop scheduling problem

Mehmet Fatih Tasgetiren, Quan-Ke Pan, Damla Kizilay, Gürsel A. Süer

A populated local search with differential evolution for blocking flowshop scheduling problem

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Financial Fraud Detection by using Grammar-based Multi-objective Genetic Programming with ensemble learning

Haibing Li, Man-Leung Wong

Financial Fraud Detection by using Grammar-based Multi-objective Genetic Programming with ensemble learning

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TP-XCS: An XCS classifier system with fixed-length memory for reinforcement learning

Tom Pickering, Tim Kovacs

TP-XCS: An XCS classifier system with fixed-length memory for reinforcement learning

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Elite Bias Genetic Algorithm for Optimal Control of Double-skin Facade

Xingtian Xu, Xi Chen

Elite Bias Genetic Algorithm for Optimal Control of Double-skin Facade

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Robot posture generation based on genetic algorithm for imitation

Takenori Obo, Chu Kiong Loo, Naoyuki Kubota

Robot posture generation based on genetic algorithm for imitation

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Greedy adaptation of control parameters in differential evolution for global optimization problems

Miguel Leon, Ning Xiong

Greedy adaptation of control parameters in differential evolution for global optimization problems

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Artistic image processing with cellular automata and evolutionary algorithms

Hsuan-wen Tseng, Ying-ping Chen

Artistic image processing with cellular automata and evolutionary algorithms

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Brain storm optimization algorithm in objective space

Yuhui Shi

Brain storm optimization algorithm in objective space

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Toward behavioral business process analysis

Ernesto Damiani, Gabriele Gianini, Marcello Leida

Toward behavioral business process analysis

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Fuzzy markup language with genetic learning mechanism for invention patent quality evaluation

Mei-Hui Wang, Yung-Chang Hsiao, Bing-Heng Tsai, Chang-Shing Lee, Ting-Tzu Lin

Fuzzy markup language with genetic learning mechanism for invention patent quality evaluation

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Evolving MNK-landscapes with structural constraints

Roberto Santana, Alexander Mendiburu, José Antonio Lozano

Evolving MNK-landscapes with structural constraints

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Evolutionary Big Optimization (BigOpt) of Signals

Sim Kuan Goh, Kay Chen Tan, Abdullah Al Mamun, Hussein A. Abbass

Evolutionary Big Optimization (BigOpt) of Signals

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Better trade exits for foreign exchange currency trading using FXGP

Alexander Loginov, Garnett Carl Wilson, Malcolm I. Heywood

Better trade exits for foreign exchange currency trading using FXGP

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