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    Journal: IEEE Trans. Evolutionary Computation

    Volume 23, Issue 6

    921 -- 934Chaoyue Wang, Chang Xu 0002, Xin Yao, Dacheng Tao. Evolutionary Generative Adversarial Networks
    935 -- 948Xin-yuan Zhang, Yue-jiao Gong, Ying Lin, Jie Zhang, Sam Kwong, Jun Zhang 0003. Dynamic Cooperative Coevolution for Large Scale Optimization
    949 -- 961Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao 0001. Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation
    962 -- 971Richard John Preen, Jim Smith. Evolutionary n-Level Hypergraph Partitioning With Adaptive Coarsening
    972 -- 986Zhongwei Ma, Yong Wang 0002. Evolutionary Constrained Multiobjective Optimization: Test Suite Construction and Performance Comparisons
    987 -- 999Hui Li 0020, Kalyanmoy Deb, Qingfu Zhang 0001. Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm
    1000 -- 1014Ahsanul Habib, Hemant Kumar Singh, Tinkle Chugh, Tapabrata Ray, Kaisa Miettinen. A Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization
    1015 -- 1028Yan Jin 0005, Jin-Kao Hao. Solving the Latin Square Completion Problem by Memetic Graph Coloring
    1029 -- 1048Alexandros Agapitos, Róisín Loughran, Miguel Nicolau, Simon M. Lucas, Michael O'Neill 0001, Anthony Brabazon. A Survey of Statistical Machine Learning Elements in Genetic Programming
    1049 -- 1063Yang Liu, Xi Wang, Jürgen Kurths. Framework of Evolutionary Algorithm for Investigation of Influential Nodes in Complex Networks

    Volume 23, Issue 5

    733 -- 747Hao Li 0009, Yew-Soon Ong, Maoguo Gong, Zhenkun Wang. Evolutionary Multitasking Sparse Reconstruction: Framework and Case Study
    748 -- 761Yanan Sun, Bing Xue 0001, Mengjie Zhang, Gary G. Yen. A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization
    762 -- 775Ran Cheng, Mohammad Nabi Omidvar, Amir H. Gandomi, Bernhard Sendhoff, Stefan Menzel, Xin Yao 0001. Solving Incremental Optimization Problems via Cooperative Coevolution
    776 -- 787Manuel Villalobos-Cid, Márcio Dorn, Rodrigo Ligabue-Braun, Mario Inostroza-Ponta. A Memetic Algorithm Based on an NSGA-II Scheme for Phylogenetic Tree Inference
    788 -- 802Jun Yi, Junren Bai, Haibo He, Jun Peng, Dedong Tang. ar-MOEA: A Novel Preference-Based Dominance Relation for Evolutionary Multiobjective Optimization
    803 -- 814Qinghua Huang, Xianhai Huang, Zhoufan Kong, Xuelong Li, Dacheng Tao. Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data
    815 -- 827Xinjing Wang, G. Gary Wang, Baowei Song, Peng Wang 0021, Yang Wang. A Novel Evolutionary Sampling Assisted Optimization Method for High-Dimensional Expensive Problems
    828 -- 841Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai. One Pixel Attack for Fooling Deep Neural Networks
    842 -- 857Wei-neng Chen, Ya-Hui Jia, Feng Zhao 0002, Xiaonan Luo, Xingdong Jia, Jun Zhang 0003. A Cooperative Co-Evolutionary Approach to Large-Scale Multisource Water Distribution Network Optimization
    858 -- 869Maoguo Gong, Zedong Tang, Hao Li 0009, Jun Zhang 0003. Evolutionary Multitasking With Dynamic Resource Allocating Strategy
    870 -- 884Zhi-Zhong Liu, Yong Wang 0002. Handling Constrained Multiobjective Optimization Problems With Constraints in Both the Decision and Objective Spaces
    885 -- 898Mohammad Reza Bonyadi, David C. Reutens. Optimal-Margin Evolutionary Classifier
    899 -- 903Elijah Bolluyt, Cristina Comaniciu. Dynamic Influence on Replicator Evolution for the Propagation of Competing Technologies
    904 -- 912Hemant Kumar Singh, Kalyan Shankar Bhattacharjee, Tapabrata Ray. Distance-Based Subset Selection for Benchmarking in Evolutionary Multi/Many-Objective Optimization
    913 -- 918Jingda Deng, Qingfu Zhang 0001. Approximating Hypervolume and Hypervolume Contributions Using Polar Coordinate

    Volume 23, Issue 4

    541 -- 555Jianyong Sun, Hu Zhang 0002, Aimin Zhou, Qingfu Zhang 0001, Ke Zhang, Zhenbiao Tu, Kai Ye. Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization
    556 -- 571Zhenkun Wang, Yew-Soon Ong, Jianyong Sun, Abhishek Gupta 0001, Qingfu Zhang 0001. A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries
    572 -- 586Hongwei Ge, Mingde Zhao, Liang Sun 0003, Zhen Wang, Guozhen Tan, Qiang Zhang, C. L. Philip Chen. A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning
    587 -- 602Xiao-fang Liu, Zhi-hui Zhan, Ying Gao 0004, Jie Zhang, Sam Kwong, Jun Zhang 0003. Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization
    603 -- 616Daniele Gravina, Antonios Liapis, Georgios N. Yannakakis. Quality Diversity Through Surprise
    617 -- 631Xue Yu, Wei-neng Chen, Tianlong Gu, Huaqiang Yuan, Huaxiang Zhang, Jun Zhang 0003. ACO-A*: Ant Colony Optimization Plus A* for 3-D Traveling in Environments With Dense Obstacles
    632 -- 644Weibo Liu, Zidong Wang, Xiaohui Liu, Nianyin Zeng, David Bell. A Novel Particle Swarm Optimization Approach for Patient Clustering From Emergency Departments
    645 -- 659Wenjun Wang 0003, Shaoqiang Yang, Qiuzhen Lin, Qingfu Zhang 0001, Ka Chun Wong, Carlos A. Coello Coello, Jianyong Chen. An Effective Ensemble Framework for Multiobjective Optimization
    660 -- 674Yiping Liu, Gary G. Yen, Dunwei Gong. A Multimodal Multiobjective Evolutionary Algorithm Using Two-Archive and Recombination Strategies
    675 -- 688Zhen Yang, Yaochu Jin, Kuangrong Hao. A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services
    689 -- 702Tim Blackwell, James Kennedy. Impact of Communication Topology in Particle Swarm Optimization
    703 -- 717Qi Chen 0002, Mengjie Zhang, Bing Xue 0001. Structural Risk Minimization-Driven Genetic Programming for Enhancing Generalization in Symbolic Regression
    718 -- 731Yulian Cao, Han Zhang, Wenfeng Li, MengChu Zhou, Yu Zhang, Wanpracha Art Chaovalitwongse. Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions

    Volume 23, Issue 3

    361 -- 375Xiaoyu He, Yuren Zhou, Zefeng Chen, Qingfu Zhang 0001. Evolutionary Many-Objective Optimization Based on Dynamical Decomposition
    376 -- 390Mengyuan Wu, Ke Li 0001, Sam Kwong, Qingfu Zhang 0001, Jun Zhang 0003. Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization
    391 -- 405Qiuzhen Lin, Songbai Liu, Ka Chun Wong, Maoguo Gong, Carlos A. Coello Coello, Jianyong Chen, Jun Zhang 0003. A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems
    406 -- 420Sebastian Starke, Norman Hendrich, Jianwei Zhang 0001. Memetic Evolution for Generic Full-Body Inverse Kinematics in Robotics and Animation
    421 -- 441Xiaoliang Ma, Xiaodong Li 0001, Qingfu Zhang 0001, Ke Tang, Zhengping Liang, Weixin Xie, Zexuan Zhu. A Survey on Cooperative Co-Evolutionary Algorithms
    442 -- 458Yaochu Jin, Handing Wang, Tinkle Chugh, Dan Guo, Kaisa Miettinen. Data-Driven Evolutionary Optimization: An Overview and Case Studies
    459 -- 472Jie Tian, Ying Tan, Jianchao Zeng 0001, Chaoli Sun, Yaochu Jin. Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems
    473 -- 487Binh Tran, Bing Xue 0001, Mengjie Zhang. Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification
    488 -- 502Qi Chen 0002, Bing Xue 0001, Mengjie Zhang. Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators
    503 -- 513Haitham Seada, Mohamed Abouhawwash, Kalyanmoy Deb. Multiphase Balance of Diversity and Convergence in Multiobjective Optimization
    514 -- 524Patrick Spettel, Hans-Georg Beyer, Michael Hellwig. A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints
    525 -- 537Wenjing Hong, Ke Tang, Aimin Zhou, Hisao Ishibuchi, Xin Yao 0001. A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization

    Volume 23, Issue 2

    173 -- 187Yanan Sun, Gary G. Yen, Zhang Yi 0001. IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems
    188 -- 202Ya-Hui Jia, Wei-neng Chen, Tianlong Gu, Huaxiang Zhang, Huaqiang Yuan, Sam Kwong, Jun Zhang 0003. Distributed Cooperative Co-Evolution With Adaptive Computing Resource Allocation for Large Scale Optimization
    203 -- 216Handing Wang, Yaochu Jin, Chaoli Sun, John Doherty. Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles
    217 -- 231Zhenkun Wang, Yew-Soon Ong, Hisao Ishibuchi. On Scalable Multiobjective Test Problems With Hardly Dominated Boundaries
    232 -- 246Krzysztof Michalak. Low-Dimensional Euclidean Embedding for Visualization of Search Spaces in Combinatorial Optimization
    247 -- 257Chao Liu, Qi Zhao, Bai Yan, Saber M. Elsayed, Tapabrata Ray, Ruhul A. Sarker. Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization
    258 -- 272Xiaoyu He, Yuren Zhou, Zefeng Chen. Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation
    273 -- 287Xin Fei, Jürgen Branke, Nalan Gülpinar. New Sampling Strategies When Searching for Robust Solutions
    288 -- 302Maoguo Gong, Hao Li 0009, Deyu Meng, Qiguang Miao, Jia Liu. Decomposition-Based Evolutionary Multiobjective Optimization to Self-Paced Learning
    303 -- 315Ke Li 0001, Renzhi Chen, Guangtao Fu, Xin Yao 0001. Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization
    316 -- 330Zhenan He, Gary G. Yen, Zhang Yi 0001. Robust Multiobjective Optimization via Evolutionary Algorithms
    331 -- 345Ye Tian, Ran Cheng, Xingyi Zhang, Yansen Su, Yaochu Jin. A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization
    346 -- 352Trinadh Pamulapati, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan. $I_{\rm SDE}$ + - An Indicator for Multi and Many-Objective Optimization
    353 -- 358Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer. Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation

    Volume 23, Issue 1

    1 -- 14Wen Shi, Wei-neng Chen, Ying Lin, Tianlong Gu, Sam Kwong, Jun Zhang 0003. An Adaptive Estimation of Distribution Algorithm for Multipolicy Insurance Investment Planning
    15 -- 28Alan Tan Wei Min, Yew-Soon Ong, Abhishek Gupta 0001, Chi Keong Goh. Multiproblem Surrogates: Transfer Evolutionary Multiobjective Optimization of Computationally Expensive Problems
    29 -- 43Xiaoyu He, Yuren Zhou, Zefeng Chen. An Evolution Path-Based Reproduction Operator for Many-Objective Optimization
    44 -- 58Jinliang Ding, Cuie Yang, Yaochu Jin, Tianyou Chai. Generalized Multitasking for Evolutionary Optimization of Expensive Problems
    59 -- 73Wenwen Li 0003, Ender Ozcan, Robert John. A Learning Automata-Based Multiobjective Hyper-Heuristic
    74 -- 88Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin. A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization
    89 -- 103Yanan Sun, Gary G. Yen, Zhang Yi 0001. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations
    104 -- 116Kalyanmoy Deb, Rayan Hussein, Proteek Chandan Roy, Gregorio Toscano Pulido. A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization
    117 -- 129Tomasz P. Pawlak, Krzysztof Krawiec. Synthesis of Constraints for Mathematical Programming With One-Class Genetic Programming
    130 -- 142Saúl Zapotecas Martínez, Carlos A. Coello Coello, Hernán E. Aguirre, Kiyoshi Tanaka. A Review of Features and Limitations of Existing Scalable Multiobjective Test Suites
    143 -- 155Danial Yazdani, Trung Thanh Nguyen 0002, Jürgen Branke. Robust Optimization Over Time by Learning Problem Space Characteristics
    156 -- 169Alvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. Multiobjective Metaheuristic to Design RNA Sequences
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