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    Journal: IEEE Trans. Evolutionary Computation

    Volume 21, Issue 6

    825 -- 844Harith Al-Sahaf, Mengjie Zhang, Ausama Al-Sahaf, Mark Johnston. Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors
    845 -- 862Christopher Michael Taylor, Abdellah Salhi. On Partitioning Multivariate Self-Affine Time Series
    863 -- 877Alejandro Rosales-Pérez, Salvador García, Jesus A. Gonzalez, Carlos A. Coello Coello, Francisco Herrera. An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles
    878 -- 897Maoguo Gong, Zhao Wang, Zexuan Zhu, Licheng Jiao. A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System
    898 -- 913Nobuo Namura, Koji Shimoyama, Shigeru Obayashi. Expected Improvement of Penalty-Based Boundary Intersection for Expensive Multiobjective Optimization
    914 -- 928Simone Bianco, Gianluigi Ciocca, Raimondo Schettini. Combination of Video Change Detection Algorithms by Genetic Programming
    929 -- 942Mohammad Nabi Omidvar, Ming Yang 0003, Yi Mei, Xiaodong Li, Xin Yao 0001. DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization
    943 -- 955David Howard. A Platform That Directly Evolves Multirotor Controllers
    956 -- 975Dawei Zhan, Yuansheng Cheng, Jun Liu. Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization

    Volume 21, Issue 5

    665 -- 680Yong Wang 0002, Biao Xu, Guangyong Sun, Shengxiang Yang. A Two-Phase Differential Evolution for Uniform Designs in Constrained Experimental Domains
    681 -- 696Md Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray. A Surrogate Assisted Approach for Single-Objective Bilevel Optimization
    697 -- 713Wenyin Gong, Yong Wang 0002, Zhihua Cai, Shengxiang Yang. A Weighted Biobjective Transformation Technique for Locating Multiple Optimal Solutions of Nonlinear Equation Systems
    714 -- 730Jie Chen, Juan Li, Bin Xin. DMOEA- $\varepsilon \text{C}$ : Decomposition-Based Multiobjective Evolutionary Algorithm With the $\varepsilon $ -Constraint Framework
    731 -- 745Yangming Zhou, Jin-Kao Hao, Béatrice Duval. Opposition-Based Memetic Search for the Maximum Diversity Problem
    746 -- 759Hans-Georg Beyer, Bernhard Sendhoff. Simplify Your Covariance Matrix Adaptation Evolution Strategy
    760 -- 772Liang Feng, Yew-Soon Ong, Siwei Jiang, Abhishek Gupta. Autoencoding Evolutionary Search With Learning Across Heterogeneous Problems
    773 -- 791Feifei Zheng, Aaron C. Zecchin, Jeffery P. Newman, Holger R. Maier, Graeme C. Dandy. An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems
    792 -- 806Qi Chen, Mengjie Zhang, Bing Xue. Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression
    807 -- 812Jaroslaw Arabas, Rafal Biedrzycki. Improving Evolutionary Algorithms in a Continuous Domain by Monitoring the Population Midpoint
    813 -- 820Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Michael Ryan, Tapabrata Ray. Bridging the Gap: Many-Objective Optimization and Informed Decision-Making

    Volume 21, Issue 4

    493 -- 505Ming Yang, Mohammad Nabi Omidvar, Changhe Li, Xiaodong Li, Zhihua Cai, Borhan Kazimipour, Xin Yao. Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization
    506 -- 517Jiaqi Li, Chunyan Zhang, Qinglin Sun, Zengqiang Chen, Jianlei Zhang. Changing the Intensity of Interaction Based on Individual Behavior in the Iterated Prisoner's Dilemma Game
    518 -- 538Xiaodong Li, Michael G. Epitropakis, Kalyanmoy Deb, Andries Petrus Engelbrecht. Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications
    539 -- 553Carlos Segura, Arturo Hernández Aguirre, Francisco Luna, Enrique Alba. Improving Diversity in Evolutionary Algorithms: New Best Solutions for Frequency Assignment
    554 -- 568Mengyuan Wu, Ke Li, Sam Kwong, Yu Zhou, Qingfu Zhang. Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization
    569 -- 587Muhammad Iqbal 0001, Bing Xue, Harith Al-Sahaf, Mengjie Zhang. Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification
    588 -- 600Yang Chen, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi, Scott Klasky. Personalized Search Inspired Fast Interactive Estimation of Distribution Algorithm and Its Application
    601 -- 615Yaqing Hou, Yew-Soon Ong, Liang Feng, Jacek M. Zurada. An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems
    616 -- 628Zijun Wu, Michael Kolonko, Rolf H. Möhring. Stochastic Runtime Analysis of the Cross-Entropy Algorithm
    629 -- 643Hans-Georg Beyer, Bernhard Sendhoff. Toward a Steady-State Analysis of an Evolution Strategy on a Robust Optimization Problem With Noise-Induced Multimodality
    644 -- 660Chaoli Sun, Yaochu Jin, Ran Cheng, Jinliang Ding, Jianchao Zeng. Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems

    Volume 21, Issue 3

    329 -- 346Shouyong Jiang, Shengxiang Yang. A Strength Pareto Evolutionary Algorithm Based on Reference Direction for Multiobjective and Many-Objective Optimization
    347 -- 362Yu-hui Zhang, Yue-jiao Gong, Huaxiang Zhang, Tianlong Gu, Jun Zhang 0003. Toward Fast Niching Evolutionary Algorithms: A Locality Sensitive Hashing-Based Approach
    363 -- 377Xuyun Wen, Wei-neng Chen, Ying Lin, Tianlong Gu, Huaxiang Zhang, Yun Li, Yilong Yin, Jun Zhang 0003. A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection
    378 -- 390Mohammad Reza Bonyadi, Zbigniew Michalewicz. Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm
    391 -- 407Daniel Richards, Martyn Amos. Shape Optimization With Surface-Mapped CPPNs
    408 -- 425Hai-lin Liu, Lei Chen, Kalyanmoy Deb, Erik D. Goodman. Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms
    426 -- 439Jun He, Xin Yao 0001. Average Drift Analysis and Population Scalability
    440 -- 462Anupam Trivedi, Dipti Srinivasan, Krishnendu Sanyal, Abhiroop Ghosh. A Survey of Multiobjective Evolutionary Algorithms Based on Decomposition
    463 -- 476Rhyd Lewis, Penny L. Holborn. How to Pack Trapezoids: Exact and Evolutionary Algorithms
    477 -- 490Tobias Friedrich 0001, Timo Kötzing, Martin S. Krejca, Andrew M. Sutton. The Compact Genetic Algorithm is Efficient Under Extreme Gaussian Noise

    Volume 21, Issue 2

    169 -- 190Hisao Ishibuchi, Yu Setoguchi, Hiroyuki Masuda, Yusuke Nojima. Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes
    191 -- 205Qiang Yang, Wei-neng Chen, Zhengtao Yu, Tianlong Gu, Yun Li, Huaxiang Zhang, Jun Zhang 0003. Adaptive Multimodal Continuous Ant Colony Optimization
    206 -- 219Si Zhang, Jie Xu, Loo Hay Lee, Ek Peng Chew, Wai Peng Wong, Chun-Hung Chen. Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization
    220 -- 233Zhenan He, Gary G. Yen. Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy
    234 -- 248Maoguo Gong, Hao Li, Enhu Luo, Jing Liu, Jia Liu. A Multiobjective Cooperative Coevolutionary Algorithm for Hyperspectral Sparse Unmixing
    249 -- 264Yuan Sun, Michael Kirley, Saman K. Halgamuge. Quantifying Variable Interactions in Continuous Optimization Problems
    265 -- 280Licheng Jiao, Sibo Zhang, Lingling Li, Shuyuan Yang, Fang Liu, Hongxia Hao, Hang Dong. A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization
    281 -- 293Shane Strasser, John W. Sheppard, Nathan Fortier, Rollie Goodman. Factored Evolutionary Algorithms
    294 -- 314Nozomi Hitomi, Daniel Selva. A Classification and Comparison of Credit Assignment Strategies in Multiobjective Adaptive Operator Selection
    315 -- 327Nasser R. Sabar, Jemal Abawajy, John Yearwood. Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems

    Volume 21, Issue 1

    1 -- 13Conrado Silva Miranda, Fernando J. Von Zuben. Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes
    14 -- 33Chenyang Bu, Wenjian Luo, Lihua Yue. Continuous Dynamic Constrained Optimization With Ensemble of Locating and Tracking Feasible Regions Strategies
    34 -- 51Yuren Zhou, Zefeng Chen, Jun Zhang. Ranking Vectors by Means of the Dominance Degree Matrix
    52 -- 64Jürgen Branke, Md. Asafuddoula, Kalyan Shankar Bhattacharjee, Tapabrata Ray. Efficient Use of Partially Converged Simulations in Evolutionary Optimization
    65 -- 82Shouyong Jiang, Shengxiang Yang. A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization
    83 -- 101Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mark Johnston, Mengjie Zhang. Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming
    102 -- 115Yifeng Zeng, XueFeng Chen, Yew-Soon Ong, Jing Tang, Yanping Xiang. Structured Memetic Automation for Online Human-Like Social Behavior Learning
    116 -- 130Grzegorz Dudek. Artificial Immune System With Local Feature Selection for Short-Term Load Forecasting
    131 -- 152Yi Xiang, Yuren Zhou, Miqing Li, Zefeng Chen. A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization
    153 -- 166Junzhi Li, Shaoqiu Zheng, Ying Tan. The Effect of Information Utilization: Introducing a Novel Guiding Spark in the Fireworks Algorithm
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