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    Journal: IEEE Trans. Evolutionary Computation

    Volume 28, Issue 6

    1546 -- 1560Zhixing Huang, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop Scheduling
    1561 -- 1574Wei Li 0055, Edgar Buchanan, Léni K. Le Goff, Emma Hart, Matthew F. Hale, Bingsheng Wei, Matteo De Carlo, Mike Angus, Robert Woolley, Zhongxue Gan, Alan F. T. Winfield, Jon Timmis, Ágoston E. Eiben, Andy M. Tyrrell. Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces
    1575 -- 1589Ryoji Tanabe, Ke Li 0001. Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis
    1590 -- 1604Rui Zhang, Yanan Sun 0001, Mengjie Zhang 0001. GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification
    1605 -- 1619Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman. A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization
    1620 -- 1632Puyu Jiang, Jun Liu 0039, Yuansheng Cheng. Bi-Population-Enhanced Cooperative Differential Evolution for Constrained Large-Scale Optimization Problems
    1633 -- 1643Xiao-fang Liu, Zhi-hui Zhan, Jun Zhang 0003. Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions
    1644 -- 1658Tong Guo, Yi Mei 0001, Ke Tang 0001, Wenbo Du 0001. Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow Management
    1659 -- 1673Zeqiong Lv, Chao Qian 0001, Yanan Sun 0001. Benchmarking Analysis of Evolutionary Neural Architecture Search
    1674 -- 1688Shulei Liu, Wen Yao, Handing Wang, Wei Peng 0010, Yang Yang 0123. Rapidly Evolving Soft Robots via Action Inheritance
    1689 -- 1703Hengzhe Zhang, Qi Chen 0002, Bing Xue 0001, Wolfgang Banzhaf, Mengjie Zhang 0001. A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression
    1704 -- 1718Aijuan Song, Guohua Wu 0001, Ling Zhou, Ling Wang 0001, Witold Pedrycz. Exact and Metaheuristic Algorithms for Variable Reduction
    1719 -- 1732Yinglan Feng, Liang Feng 0001, Sam Kwong, Kay Chen Tan. A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization
    1733 -- 1745Yanchi Li, Wenyin Gong, Shuijia Li. Multitask Evolution Strategy With Knowledge-Guided External Sampling
    1746 -- 1760Ritam Guha, Kalyanmoy Deb. Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective Optimization
    1761 -- 1775Meng Xu 0008, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles
    1776 -- 1793Xiaoming Xue, Cuie Yang, Liang Feng 0001, Kai Zhang 0029, Linqi Song, Kay Chen Tan. Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer
    1794 -- 1808Yuhang Wang, Yuyan Han, YuTing Wang, Quan-ke Pan, Ling Wang 0001. Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by Indicators
    1809 -- 1823Yue-jiao Gong, Yuanting Zhong, Hao-Gan Huang. Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach
    1824 -- 1837Zhenshou Song, Handing Wang, Bing Xue 0001, Mengjie Zhang 0001. Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection
    1838 -- 1851Xiaoyu He 0001, Xueyan Tang, Zibin Zheng, Yuren Zhou. Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring
    1852 -- 1866Jiabin Lin, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang 0001. Evolutionary Multitasking for Multiobjective Feature Selection in Classification
    1867 -- 1881Qi-Te Yang, Zhi-hui Zhan, Xiao-fang Liu, Jian-Yu Li, Jun Zhang 0003. Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization

    Volume 28, Issue 5

    1190 -- 1204Gonglin Yuan, Bin Wang 0044, Bing Xue 0001, Mengjie Zhang 0001. Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-Based Encoding Strategy
    1205 -- 1219Weizhong Wang, Hai-lin Liu. Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm
    1220 -- 1234Chao Qian 0001. Can Evolutionary Clustering Have Theoretical Guarantees?
    1235 -- 1249Meng Xu 0008, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling
    1250 -- 1264Han Huang 0002, Yueting Xu, Yi Xiang, Zhifeng Hao. Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization
    1265 -- 1285Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen 0002, Amir H. Gandomi, Yaochu Jin, Xin Yao 0001. Robust Optimization Over Time: A Critical Review
    1286 -- 1300Zhenshou Song, Handing Wang, Bing Xue 0001, Mengjie Zhang 0001, Yaochu Jin. Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization
    1301 -- 1321Pedro Larrañaga, Concha Bielza. Estimation of Distribution Algorithms in Machine Learning: A Survey
    1322 -- 1335Jane-Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Weifeng Guo. Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer
    1336 -- 1350Hao Li 0009, Fanggao Wan, Maoguo Gong, A. Kai Qin, Yue Wu 0004, Lining Xing 0001. Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption
    1351 -- 1365Anirudh Suresh, Kalyanmoy Deb. Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights
    1366 -- 1380Ying Bi, Jing J. Liang, Bing Xue 0001, Mengjie Zhang 0001. A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification
    1381 -- 1395Guoyu Chen, Yinan Guo 0001, Yong Wang 0002, Jing J. Liang, Dunwei Gong, Shengxiang Yang. Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm
    1396 -- 1411Ke Li 0001, Renzhi Chen, Xin Yao 0001. A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments
    1412 -- 1426Julio Cezar Soares Silva, Adiel Teixeira de Almeida Filho. Interactively Learning Rough Strategies That Dynamically Satisfy Investor's Preferences in Multiobjective Index Tracking
    1427 -- 1441Haoxiang Qin, Wenlei Bai, Yi Xiang, Fangqing Liu, Yuyan Han, Ling Wang 0001. A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids
    1442 -- 1454Weijie Zheng 0001, Benjamin Doerr. Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives
    1455 -- 1469Hengzhe Zhang, Qi Chen 0002, Bing Xue 0001, Wolfgang Banzhaf, Mengjie Zhang 0001. Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression
    1470 -- 1483Shuai Wang, Aimin Zhou. Regularity Evolution for Multiobjective Optimization
    1484 -- 1498Hengzhe Zhang, Aimin Zhou, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang 0001. SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method
    1499 -- 1513Yuxiao Huang, Wei Zhou, Yu Wang, Min Li, Liang Feng 0001, Kay Chen Tan. Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization
    1514 -- 1528Hong Yu 0007, Xuekang Fan, Guoyin Wang 0001, Yongfang Xie. 2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling
    1529 -- 1543Juan Zou, Qi Deng, Yuan Liu 0026, Xinjie Yang, Shengxiang Yang, Jinhua Zheng. A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization

    Volume 28, Issue 4

    846 -- 860Ruwang Jiao, Bing Xue 0001, Mengjie Zhang 0001. Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling
    861 -- 875Qing Li 0045, Xin Yuan, Sannyuya Liu, Lu Gao, Tianyu Wei, Xiaoxuan Shen, Jianwen Sun. A Genetic Causal Explainer for Deep Knowledge Tracing
    876 -- 890Jingda Deng, Qingfu Zhang 0001, Jianyong Sun, Hui Li 0020. A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space
    891 -- 902Manon Flageat, Antoine Cully. Uncertain Quality-Diversity: Evaluation Methodology and New Methods for Quality-Diversity in Uncertain Domains
    903 -- 917Bin Wang 0044, WenBin Pei, Bing Xue 0001, Mengjie Zhang 0001. A Multiobjective Genetic Algorithm to Evolving Local Interpretable Model-Agnostic Explanations for Deep Neural Networks in Image Classification
    918 -- 932Shaolin Wang, Yi Mei 0001, Mengjie Zhang 0001. Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems
    933 -- 949Qiang Yang 0008, Gong-Wei Song, Wei-neng Chen, Ya-Hui Jia, Xu-Dong Gao 0003, Zhen-Yu Lu 0002, Sang-Woon Jeon, Jun Zhang 0003. Random Contrastive Interaction for Particle Swarm Optimization in High-Dimensional Environment
    950 -- 964Deaglan J. Bartlett, Harry Desmond, Pedro G. Ferreira. Exhaustive Symbolic Regression
    965 -- 979Kangjia Qiao, Jing Liang 0005, Kunjie Yu, Caitong Yue, Hongyu Lin, Dezheng Zhang, Boyang Qu. Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm
    980 -- 993Hangyu Zhu, Xilu Wang, Yaochu Jin. Federated Many-Task Bayesian Optimization
    994 -- 1008Tong Guo, Yi Mei 0001, Ke Tang 0001, Wenbo Du. A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management
    1009 -- 1023Xinfang Ji, Yong Zhang 0016, Chun-lin He, Jin-Xin Cheng, Dun-Wei Gong, Xiao-Zhi Gao 0001, Yi-Nan Guo 0001. Surrogate and Autoencoder-Assisted Multitask Particle Swarm Optimization for High-Dimensional Expensive Multimodal Problems
    1024 -- 1038Jing Liang 0005, Yuyang Zhang, Boyang Qu, Ke Chen, Kunjie Yu, Caitong Yue. A Multiform Optimization Framework for Multiobjective Feature Selection in Classification
    1039 -- 1053Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin. A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems
    1054 -- 1068Lie Meng Pang, Hisao Ishibuchi, Linjun He, Ke Shang, Longcan Chen. Hypervolume-Based Cooperative Coevolution With Two Reference Points for Multiobjective Optimization
    1069 -- 1083Vicente P. Soloviev, Concha Bielza, Pedro Larrañaga. Semiparametric Estimation of Distribution Algorithms for Continuous Optimization
    1084 -- 1098Seyed Mahdi Shavarani, Manuel López-Ibáñez 0001, Joshua D. Knowles. On Benchmarking Interactive Evolutionary Multiobjective Algorithms
    1099 -- 1113Xianpeng Wang 0002, Yao Wang, Lixin Tang, Qingfu Zhang 0001. Multiobjective Ensemble Learning With Multiscale Data for Product Quality Prediction in Iron and Steel Industry
    1114 -- 1126Lindong Xie, Genghui Li, Zhenkun Wang, Laizhong Cui, Maoguo Gong. Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration
    1127 -- 1140Kunjie Yu, Dezheng Zhang, Jing Liang 0005, Boyang Qu, Mengnan Liu, Ke Chen, Caitong Yue, Ling Wang 0001. A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization
    1141 -- 1155Kailai Gao, Cuie Yang, Jinliang Ding, Kay Chen Tan, Tianyou Chai. Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization
    1156 -- 1176Ruwang Jiao, Bach Hoai Nguyen, Bing Xue 0001, Mengjie Zhang 0001. A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges
    1177 -- 1188Tianyu Ren, Xiao-Jun Zeng. Reputation-Based Interaction Promotes Cooperation With Reinforcement Learning

    Volume 28, Issue 3

    566 -- 569Yanan Sun 0001, Bing Xue 0001, Mengjie Zhang 0001, Gary G. Yen. Guest Editorial Evolutionary Neural Architecture Search
    570 -- 581Lianbo Ma, Nan Li, Guo Yu 0001, Xiaoyu Geng, Shi Cheng, Xingwei Wang 0001, Min Huang 0001, Yaochu Jin. Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural Architecture Search
    582 -- 596Shiming Chen 0002, Shuhuang Chen, Wenjin Hou, Weiping Ding 0001, Xinge You. EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning
    597 -- 607José Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales. Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation
    608 -- 622Kuangda Lyu, Hao Li 0009, Maoguo Gong, Lining Xing 0001, Alex Kai Qin. Surrogate-Assisted Evolutionary Multiobjective Neural Architecture Search Based on Transfer Stacking and Knowledge Distillation
    623 -- 637Jian Feng 0005, Yajie He, Yuhan Pan, Zhipeng Zhou, Si Chen 0003, Wei Gong 0001. Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation
    638 -- 652Xuan Wu, Di Wang 0004, Huanhuan Chen, Lele Yan, Yubin Xiao, Chunyan Miao, Hongwei Ge, Dong Xu 0002, Yanchun Liang 0001, Kangping Wang, Chunguo Wu, You Zhou 0008. Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming
    653 -- 667Yu Xue 0003, Weinan Tong, Ferrante Neri, Peng Chen 0035, Tao Luo 0014, Liangli Zhen, Xiao Wang 0004. Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing
    668 -- 681Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang 0005, Zizhou Wang, Yangqin Feng, Yu Xue 0003, Xiao Wang 0004, Zheng Chen 0012, Tao Luo 0014, Rich Siow Mong Goh, Yong Liu 0026. MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis
    682 -- 695Xun Zhou, Zhenkun Wang, Liang Feng 0001, Songbai Liu, Ka Chun Wong, Kay Chen Tan. Toward Evolutionary Multitask Convolutional Neural Architecture Search
    696 -- 717Miqing Li, Manuel López-Ibáñez 0001, Xin Yao 0001. Multi-Objective Archiving
    718 -- 732Qinglan Fan, Ying Bi, Bing Xue 0001, Mengjie Zhang 0001. A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification
    733 -- 747Lei Chen 0044, Hai-Lin Liu 0001, Ke Li 0001, Kay Chen Tan. Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search
    748 -- 762Yayu Zhang, Yuhua Qian, Guoshuai Ma, Xinyan Liang, Guoqing Liu, Qingfu Zhang 0001, Ke Tang 0001. ESSR: Evolving Sparse Sharing Representation for Multitask Learning
    763 -- 777Qingda Chen, Jinliang Ding, Gary G. Yen, Shengxiang Yang, Tianyou Chai. Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments
    778 -- 787Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar, Michael Emmerich 0001, Kaisa Miettinen. A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods
    788 -- 797Rubén Ibarrondo, Giancarlo Gatti, Mikel Sanz. Quantum Genetic Algorithm With Individuals in Multiple Registers
    798 -- 809Yao Zhou, Bing Hu, Xianglei Yuan, Kaide Huang, Zhang Yi 0001, Gary G. Yen. Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation
    810 -- 824Haitong Zhao, Changsheng Zhang 0001, Bing Xue 0001, Mengjie Zhang 0001, Bin Zhang 0001. A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation
    825 -- 836Lei Zhang 0060, Xiang Sun, Haipeng Yang, Fan Cheng 0001. Sparsity-Preserved Pareto Optimization for Subset Selection
    837 -- 843Tianyi Yang, Yuren Zhou. Analysis of Multiobjective Evolutionary Algorithms on Fitness Function With Time-Linkage Property

    Volume 28, Issue 2

    282 -- 292Carlos Eduardo de Andrade, Luciana S. Pessoa, Slawomir Stawiarski. The Physical Cell Identity Assignment Problem: A Practical Optimization Approach
    293 -- 306Yu Zhang, Wang Hu, Wen Yao, Lixian Lian, Gary G. Yen. Offline Data-Driven Multiobjective Optimization Evolutionary Algorithm Based on Generative Adversarial Network
    307 -- 322Ying Bi, Bing Xue 0001, Mengjie Zhang 0001. Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification
    323 -- 337Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
    338 -- 352Chen Yang 0011, Qunjian Chen, Zexuan Zhu, Zhi-an Huang, Shulin Lan, Liehuang Zhu. Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks
    353 -- 373WenBin Pei, Bing Xue 0001, Mengjie Zhang 0001, Lin Shang 0001, Xin Yao 0001, Qiang Zhang 0008. A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?
    374 -- 387Yiting Liu, Hao Li 0009, Maoguo Gong, Alex Kai Qin. Nonzero Degree-Based Multiobjective Cooperative Coevolutionary for Block Sparse Recovery
    388 -- 402Wu Lin, Qiuzhen Lin, Liang Feng 0001, Kay Chen Tan. Ensemble of Domain Adaptation-Based Knowledge Transfer for Evolutionary Multitasking
    403 -- 417Yu-Ran Gu, Chao Bian 0002, Miqing Li, Chao Qian 0001. Subset Selection for Evolutionary Multiobjective Optimization
    418 -- 431Ruohan Zhang, Licheng Jiao, Lingling Li 0002, Xu Liu 0006, Fang Liu 0001, Shuyuan Yang. A Quantum Evolutionary Learning Tracker for Video
    432 -- 444Liang Zhao, Qingfu Zhang 0001. Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization
    445 -- 459Meng-Ting Wu, Hung-I Lin, Chun-Wei Tsai. A Training-Free Neural Architecture Search Algorithm Based on Search Economics
    460 -- 473Ian Kropp, A. Pouyan Nejadhashemi, Kalyanmoy Deb. Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems
    474 -- 488Lilla Beke, Lourdes Uribe, Adriana Lara, Carlos Artemio Coello Coello, Michal Weiszer, Edmund K. Burke, Jun Chen 0009. Routing and Scheduling in Multigraphs With Time Constraints - A Memetic Approach for Airport Ground Movement
    489 -- 500Yuanrui Li, Qiuhong Zhao, Shengxiang Yang, Yinan Guo 0001. Tailoring Evolutionary Algorithms to Solve the Multiobjective Location-Routing Problem for Biomass Waste Collection
    501 -- 515Daiki Morinaga, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto. Convergence Rate of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth Functions
    516 -- 530Yiping Liu, Liting Xu, Yuyan Han, Xiangxiang Zeng, Gary G. Yen, Hisao Ishibuchi. Evolutionary Multimodal Multiobjective Optimization for Traveling Salesman Problems
    531 -- 543Yaqing Hou, Mingyang Sun, Yifeng Zeng, Yew-Soon Ong, Yaochu Jin, Hongwei Ge, Qiang Zhang 0008. A Multiagent Cooperative Learning System With Evolution of Social Roles
    544 -- 557Seyed Mahdi Shavarani, Manuel López-Ibáñez 0001, Richard Allmendinger 0001. Detecting Hidden and Irrelevant Objectives in Interactive Multiobjective Optimization
    558 -- 561Larry Bull, Haixia Liu. On Cooperative Coevolution and Global Crossover

    Volume 28, Issue 1

    2 -- 16Bach Hoai Nguyen, Bing Xue 0001, Mengjie Zhang 0001. A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection
    17 -- 31Kai Zhang 0002, Zhiwei Xu 0004, Gary G. Yen, Ling Zhang. Two-Stage Multiobjective Evolution Strategy for Constrained Multiobjective Optimization
    32 -- 46Abhishek Kumar 0010, Swagatam Das, Rammohan Mallipeddi. An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization
    47 -- 61Cheng He 0001, Ran Cheng, Lianghao Li, Kay Chen Tan, Yaochu Jin. Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis
    62 -- 76Yue Wu 0004, Hangqi Ding, Maoguo Gong, A. Kai Qin, Wenping Ma 0001, Qiguang Miao, Kay Chen Tan. Evolutionary Multiform Optimization With Two-Stage Bidirectional Knowledge Transfer Strategy for Point Cloud Registration
    77 -- 89Fei Ming, Wenyin Gong, Ling Wang 0001, Liang Gao 0001. Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer
    90 -- 104Huixin Ma, Kai Wu 0003, Handing Wang, Jing Liu 0006. Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes
    105 -- 116Ke Shang, Tianye Shu, Hisao Ishibuchi. Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation
    117 -- 131Ik Soo Lim, Naoki Masuda. To Trust or Not to Trust: Evolutionary Dynamics of an Asymmetric N-Player Trust Game
    132 -- 146Shulei Liu, Handing Wang, Wen Yao, Wei Peng. Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization
    147 -- 167Fangfang Zhang 0003, Yi Mei 0001, Su Nguyen, Mengjie Zhang 0001. Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling
    168 -- 177Zhifang Wei, Weifeng Gao, Maoguo Gong, Gary G. Yen. A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization
    178 -- 192Honggui Han, Xing Bai, Ying Hou, Junfei Qiao. Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation
    193 -- 207Mingcheng Zuo, Dunwei Gong, Yan Wang, Xianming Ye, Bo Zeng 0004, Fanlin Meng. Process Knowledge-Guided Autonomous Evolutionary Optimization for Constrained Multiobjective Problems
    208 -- 222Chao Wang, Licheng Jiao, Jiaxuan Zhao, Lingling Li 0002, Xu Liu 0006, Fang Liu 0001, Shuyuan Yang. Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search
    223 -- 237Abhiroop Ghosh, Kalyanmoy Deb, Erik D. Goodman, Ronald C. Averill. An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems
    238 -- 251Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou, Rui Wang 0017. A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes
    252 -- 266Kalyanmoy Deb, Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner. Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework
    267 -- 280Juan Zou, Ruiqing Sun, Yuan Liu, Yaru Hu, Shengxiang Yang, Jinhua Zheng, Ke Li. A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint
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