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    Journal: IEEE Trans. Evolutionary Computation

    Volume 22, Issue 6

    821 -- 835Ke Li 0001, Kalyanmoy Deb, Xin Yao 0001. R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points
    836 -- 850Handing Wang, Yaochu Jin, John Doherty. A Generic Test Suite for Evolutionary Multifidelity Optimization
    851 -- 865Luis Miguel Antonio, Carlos A. Coello Coello. Coevolutionary Multiobjective Evolutionary Algorithms: Survey of the State-of-the-Art
    866 -- 878Manuel Chica, Raymond Chiong, Michael Kirley, Hisao Ishibuchi. A Networked N-Player Trust Game and Its Evolutionary Dynamics
    879 -- 893Sergio Santander-Jiménez, Miguel A. Vega-Rodríguez, Leonel Sousa. Multiobjective Frog-Leaping Optimization for the Study of Ancestral Relationships in Protein Data
    894 -- 908Zi-Jia Wang, Zhi-hui Zhan, Ying Lin, Wei jie Yu, Huaqiang Yuan, Tianlong Gu, Sam Kwong, Jun Zhang 0003. Dual-Strategy Differential Evolution With Affinity Propagation Clustering for Multimodal Optimization Problems
    909 -- 919Ali Ahrari, Kalyanmoy Deb. A Novel Class of Test Problems for Performance Evaluation of Niching Methods
    920 -- 933Kalyanmoy Deb, Ling Zhu, Sandeep S. Kulkarni. Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization
    934 -- 948Jorge C. Gomes, Pedro Mariano, Anders Lyhne Christensen. Dynamic Team Heterogeneity in Cooperative Coevolutionary Algorithms
    949 -- 960Jian Gong, Mengfei Yang. Evolutionary Fault Tolerance Method Based on Virtual Reconfigurable Circuit With Neural Network Architecture
    961 -- 975Hisao Ishibuchi, Ryo Imada, Yu Setoguchi, Yusuke Nojima. Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front

    Volume 22, Issue 5

    637 -- 646Zhenhua Li 0005, Qingfu Zhang 0001. A Simple Yet Efficient Evolution Strategy for Large-Scale Black-Box Optimization
    647 -- 661Yuan Sun 0003, Michael Kirley, Saman K. Halgamuge. A Recursive Decomposition Method for Large Scale Continuous Optimization
    662 -- 678Yanan Sun, Gary G. Yen, Zhang Yi 0001. Improved Regularity Model-Based EDA for Many-Objective Optimization
    679 -- 691Junzhi Li, Ying Tan 0002. Loser-Out Tournament-Based Fireworks Algorithm for Multimodal Function Optimization
    692 -- 706Ran Cheng, Miqing Li, Ke Li 0001, Xin Yao 0001. Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection
    707 -- 719Dogan Corus, Duc-Cuong Dang, Anton V. Eremeev, Per Kristian Lehre. Level-Based Analysis of Genetic Algorithms and Other Search Processes
    720 -- 732Dogan Corus, Pietro Simone Oliveto. Standard Steady State Genetic Algorithms Can Hillclimb Faster Than Mutation-Only Evolutionary Algorithms
    733 -- 747Quang Nhat Huynh, Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray. Genetic Programming With Mixed-Integer Linear Programming-Based Library Search
    748 -- 761Renato Tinós, Liang Zhao 0001, Francisco Chicano, Darrell Whitley. NK Hybrid Genetic Algorithm for Clustering
    762 -- 777Md. Asafuddoula, Brijesh Verma, Mengjie Zhang. A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization
    778 -- 791Andrzej Jaszkiewicz, Thibaut Lust. ND-Tree-Based Update: A Fast Algorithm for the Dynamic Nondominance Problem
    792 -- 804Zhengwen Huang, Maozhen Li, Christos Chousidis, Alireza Mousavi, Changjun Jiang. Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics
    805 -- 817Caitong Yue, Boyang Qu, Jane-Jing Liang. A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems

    Volume 22, Issue 4

    501 -- 514Min Jiang, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen. Transfer Learning-Based Dynamic Multiobjective Optimization Algorithms
    515 -- 535Mario Garza-Fabre, Julia Handl, Joshua D. Knowles. An Improved and More Scalable Evolutionary Approach to Multiobjective Clustering
    536 -- 549Forhad Zaman, Saber M. Elsayed, Tapabrata Ray, Ruhul A. Sarker. Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets
    550 -- 563Mang Wang, Bin Li, Guofu Zhang, Xin Yao 0001. Population Evolvability: Dynamic Fitness Landscape Analysis for Population-Based Metaheuristic Algorithms
    564 -- 577Xinye Cai, Zhiwei Mei, Zhun Fan, Qingfu Zhang 0001. A Constrained Decomposition Approach With Grids for Evolutionary Multiobjective Optimization
    578 -- 594Qiang Yang 0008, Wei-neng Chen, Jeremiah Da Deng, Yun Li 0002, Tianlong Gu, Jun Zhang 0003. A Level-Based Learning Swarm Optimizer for Large-Scale Optimization
    595 -- 608Chao Qian, Jing-Cheng Shi, Ke Tang, Zhi-Hua Zhou. Constrained Monotone k-Submodular Function Maximization Using Multiobjective Evolutionary Algorithms With Theoretical Guarantee
    609 -- 622Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin. An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility
    623 -- 630Vassilis Vassiliades, Konstantinos I. Chatzilygeroudis, Jean-Baptiste Mouret. Using Centroidal Voronoi Tessellations to Scale Up the Multidimensional Archive of Phenotypic Elites Algorithm

    Volume 22, Issue 3

    333 -- 0Federica Sarro, Marouane Kessentini, Kalyanmoy Deb. Guest Editorial Special Issue on Search-Based Software Engineering
    334 -- 346Yuexing Wang, Min Zhou, Xiaoyu Song, Ming Gu 0001, Jiaguang Sun. Constructing Cost-Aware Functional Test-Suites Using Nested Differential Evolution Algorithm
    347 -- 362Roberto Pietrantuono, Pasqualina Potena, Antonio Pecchia, Daniel Rodriguez, Stefano Russo, Luis Fernández Sanz. Multiobjective Testing Resource Allocation Under Uncertainty
    363 -- 377Jaime Font, Lorena Arcega, Øystein Haugen, Carlos Cetina. Achieving Feature Location in Families of Models Through the Use of Search-Based Software Engineering
    378 -- 393Shuai Wang 0001, Shaukat Ali 0001, Tao Yue 0002, Marius Liaaen. Integrating Weight Assignment Strategies With NSGA-II for Supporting User Preference Multiobjective Optimization
    394 -- 414Matheus Paixão, Mark Harman, Yuanyuan Zhang, Yijun Yu. An Empirical Study of Cohesion and Coupling: Balancing Optimization and Disruption
    415 -- 432Justyna Petke, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David Robert White, John R. Woodward. Genetic Improvement of Software: A Comprehensive Survey
    433 -- 448Hai-lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb. Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems
    449 -- 463Andreia P. Guerreiro, Carlos M. Fonseca. Computing and Updating Hypervolume Contributions in Up to Four Dimensions
    464 -- 483Clara Pizzuti. Evolutionary Computation for Community Detection in Networks: A Review
    484 -- 497Duc-Cuong Dang, Tobias Friedrich 0001, Timo Kötzing, Martin S. Krejca, Per Kristian Lehre, Pietro Simone Oliveto, Dirk Sudholt, Andrew M. Sutton. Escaping Local Optima Using Crossover With Emergent Diversity

    Volume 22, Issue 2

    173 -- 188Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao 0001. Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective
    189 -- 210Yuan Yuan, Yew-Soon Ong, Abhishek Gupta, Hua Xu. Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis
    211 -- 225Fangqing Gu, Yiu-ming Cheung. Self-Organizing Map-Based Weight Design for Decomposition-Based Many-Objective Evolutionary Algorithm
    226 -- 244Xiaoliang Ma, Qingfu Zhang, Guangdong Tian, Junshan Yang, Zexuan Zhu. On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization
    245 -- 259Antoine Cully, Yiannis Demiris. Quality and Diversity Optimization: A Unifying Modular Framework
    260 -- 275Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim, Yusuke Nojima. A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation
    276 -- 295Ankur Sinha 0001, Pekka Malo, Kalyanmoy Deb. A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
    296 -- 313Shouyong Jiang, Shengxiang Yang, Yong Wang 0002, Xiaobin Liu. Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms
    314 -- 328Miguel Duarte, Jorge C. Gomes, Sancho Moura Oliveira, Anders Lyhne Christensen. Evolution of Repertoire-Based Control for Robots With Complex Locomotor Systems

    Volume 22, Issue 1

    1 -- 2Yaochu Jin, Kaisa Miettinen, Hisao Ishibuchi. Guest Editorial Evolutionary Many-Objective Optimization
    3 -- 18Rui Wang 0017, Zhongbao Zhou, Hisao Ishibuchi, Tianjun Liao, Tao Zhang. Localized Weighted Sum Method for Many-Objective Optimization
    19 -- 31Thiago Santos, Ricardo H. C. Takahashi. On the Performance Degradation of Dominance-Based Evolutionary Algorithms in Many-Objective Optimization
    32 -- 46Qiuzhen Lin, Songbai Liu, Qingling Zhu, Chaoyu Tang, Ruizhen Song, Jianyong Chen, Carlos A. Coello Coello, Ka Chun Wong, Jun Zhang 0003. Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems
    47 -- 60Dunwei Gong, Jing Sun 0001, Zhuang Miao. A Set-Based Genetic Algorithm for Interval Many-Objective Optimization Problems
    61 -- 78Miqing Li, Crina Grosan, Shengxiang Yang, Xiaohui Liu, Xin Yao 0001. Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite
    79 -- 96Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht. A Scalability Study of Many-Objective Optimization Algorithms
    97 -- 112Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin. A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization
    113 -- 128Xiao-fang Liu, Zhi-hui Zhan, Jeremiah D. Deng, Yun Li 0002, Tianlong Gu, Jun Zhang. An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing
    129 -- 142Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya. A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization
    143 -- 156Peng Yang, Ke Tang, Xin Yao 0001. Turning High-Dimensional Optimization Into Computationally Expensive Optimization
    157 -- 171Renzhi Chen, Ke Li 0001, Xin Yao 0001. Dynamic Multiobjectives Optimization With a Changing Number of Objectives
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