1) An Enhanced Differential Grouping Method for Large-Scale Overlapping ProblemsAuthor(s): Maojiang Tian, Mingke Chen, Wei Du, Yang Tang, Yaochu JinPages: 2272 – 22862) An Evolutionary Multitasking Memetic Algorithm for Multiobjective Distributed Heterogeneous Welding Flow Shop SchedulingAuthor(s): Rui Li, Ling Wang, Wenyin Gong, Fei MingPages: 2287 – 22983) DP-FSAEA: Differential Privacy for Federated Surrogate-Assisted Evolutionary AlgorithmsAuthor(s): Yuping Yan, Xilu Wang, Péter Ligeti, Yaochu JinPages: 2299 – 23124) A Tree-Based Multiobjective Evolutionary Algorithm for Energy-Efficient Hybrid Flow-Shop SchedulingAuthor(s): Yi-Jian Wang, Gai-Ge Wang, Ling WangPages: 2313 – 23275) Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of VariablesAuthor(s): Ye Tian, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi ZhangPages: 2328 – 23426) A Coevolutionary Algorithm With Detection and Supervision Strategies for Constrained Multiobjective OptimizationAuthor(s): Shaoning Liu, Jian Feng, Shengxiang Yang, Jun Zheng, Qi XiaoPages: 2343 – 23567) A Multistage Expensive Constrained Multiobjective Optimization Algorithm Based on Ensemble Infill CriterionAuthor(s): Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang, Tianyou ChaiPages: 2357 – 23718) Fairness-Aware Multiobjective Evolutionary LearningAuthor(s): Qingquan Zhang, Jialin Liu, Xin YaoPages: 2372 – 23859) History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective OptimizationAuthor(s): Dezheng Zhang, Kunjie Yu, Jing Liang, Kangjia Qiao, Boyang Qu, Ke Chen, Caitong Yue, Ling WangPages: 2386 – 240010) Distilling Ensemble Surrogates for Federated Data-Driven Many-Task OptimizationAuthor(s): Xilu Wang, Yaochu JinPages: 2401 – 241511) Surrogate-Assisted Search With Competitive Knowledge Transfer for Expensive OptimizationAuthor(s): Xiaoming Xue, Yao Hu, Liang Feng, Kai Zhang, Linqi Song, Kay Chen TanPages: 2416 – 243012) An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent EducationAuthor(s): Shangshang Yang, Haiping Ma, Ying Bi, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi ZhangPages: 2431 – 244513) Effective Identification of Lower-Level Optimal Solutions via Discriminator of Conditional Generative Adversarial NetworkAuthor(s): Weizhong Wang, Hai-Lin Liu, Kay Chen TanPages: 2446 – 246014) Knowledge Transfer Driven Distributed Memetic Architecture and Algorithm for Distributed Differentiation Flowshop Integrated SchedulingAuthor(s): Guanghui Zhang, Juan Wang, Qianlong Dang, Ling Wang, Chenxin DongPages: 2461 – 247515) An Evolutionary Algorithm for Solving Large-Scale Robust Multiobjective Optimization ProblemsAuthor(s): Shuai Shao, Ye Tian, Limiao Zhang, Kay Chen Tan, Xingyi ZhangPages: 2476 – 249016) A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective OptimizationAuthor(s): Qi-Te Yang, Jian-Yu Li, Zhi-Hui Zhan, Yunliang Jiang, Yaochu Jin, Jun ZhangPages: 2491 – 250517) DPP-HSS: Toward Fast and Scalable Hypervolume Subset Selection for Many-Objective OptimizationAuthor(s): Cheng Gong, Yang Nan, Ke Shang, Ping Guo, Hisao Ishibuchi, Qingfu ZhangPages: 2506 – 252018) A Thompson Sampling-Based Sparse Evolutionary Operator for Sparse Large-Scale Multiobjective OptimizationAuthor(s): Sheng Qi, Rui Wang, Tao Zhang, Weixiong Huang, Feng Qing, Tao Hu, Ling WangPages: 2521 – 253619) Evolutionary Multitasking With Adaptive Knowledge Transfer for Expensive Multiobjective OptimizationAuthor(s): Xunfeng Wu, Songbai Liu, Qiuzhen Lin, Kay Chen Tan, Victor C. M. LeungPages: 2537 – 255120) Multiform Differential Evolution With Elite-Guided Knowledge Transfer for Coal Mine Integrated Energy Systems Constrained DispatchAuthor(s): Canyun Dai, Xiaoyan Sun, Hejuan Hu, Wei Song, Yong Zhang, Dunwei GongPages: 2552 – 256621) Transfer-Based Customized Bus Network Design With Holding Control and Heterogeneous FleetAuthor(s): Yuwei Zhao, Ziyan Feng, Xiang LiPages: 2567 – 258122) A Sparsity Knowledge Transfer-Based Evolutionary Algorithm for Large-Scale Multitasking Multiobjective OptimizationAuthor(s): Chengming Wu, Ye Tian, Limiao Zhang, Xiaoshu Xiang, Xingyi ZhangPages: 2582 – 259523) nLKH-ACS: A Niching Lin-Kernighan–Helsgaun-Based Ant Colony System for Multisolution Traveling Salesman ProblemsAuthor(s): Ting Huang, Zhen-Quan Zhang, Yue-Jiao Gong, Jing LiuPages: 2596 – 261024) Multilevel and Multisegment Learning Multitask Optimization via a Niching MethodAuthor(s): Zhao-Feng Xue, Zi-Jia Wang, Yi Jiang, Zhi-Hui Zhan, Sam Kwong, Jun ZhangPages: 2611 – 262525) Surrogate-Assisted Neighborhood Search With Only a Few Weight Vectors for Expensive Large-Scale Multiobjective Binary OptimizationAuthor(s): Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu JinPages: 2626 – 264026) DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data LearningAuthor(s): Wenbin Pei, Yuyang Cui, Bing Xue, Mengjie Zhang, Jiqing Zhang, Yaqing Hou, Guangyu Zou, Qiang ZhangPages: 2641 – 265527) A Distribution Information-Based Kriging-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization ProblemsAuthor(s): Zhiyao Zhang, Yong Wang, Guangyong Sun, Tong PangPages: 2656 – 267028) Genetic Programming With Multifidelity Surrogates for Large-Scale Dynamic Air Traffic Flow ManagementAuthor(s): Tong Guo, Yi Mei, Mengjie Zhang, Ruofei Sun, Yanbo Zhu, Wenbo DuPages: 2671 – 268529) Matrix and Learning-Assisted Distributed Dual-Space Memetic Algorithm for Customized Distributed Blocking Flowshop Scheduling ProblemAuthor(s): Guanghui Zhang, Juan Wang, Lijie Zhang, Qianlong Dang, Ling Wang, Keyi XingPages: 2686 – 269930) An Evolutionary Algorithm Based on CMSA for Rooted Max Tree CoverageAuthor(s): Jiang Zhou, Peng ZhangPages: 2700 – 271431) A Multiform Many-Objective Evolutionary Algorithm for Multilabel Feature Selection in ClassificationAuthor(s): Emrah Hancer, Bing Xue, Mengjie ZhangPages: 2715 – 272832) Affinity Propagation Hierarchical Memetic Algorithm for Multimodal Multiobjective Flexible Job Shop Scheduling With Variable SpeedAuthor(s): Cong Luo, Xinyu Li, Wenyin Gong, Liang GaoPages: 2729 – 274133) Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming EasierAuthor(s): Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang BanzhafPages: 2742 – 275634) Evolutionary Competitive Multiobjective Multitasking: One-Pass Optimization of Heterogeneous Pareto SolutionsAuthor(s): Yanchi Li, Xinyi Wu, Wenyin Gong, Meng Xu, Yubo Wang, Qiong GuPages: 2757 – 277035) Constraint-Pareto Dominance and Diversity Enhancement Strategy-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization ProblemsAuthor(s): Zhe Liu, Fei Han, Qinghua Ling, Henry Han, Jing JiangPages: 2771 – 278436) Problem Decomposition Strategies and Credit Distribution Mechanisms in Modular Genetic Programming for Supervised LearningAuthor(s): Lino Rodriguez-Coayahuitl, Ansel Y. Rodríguez-González, Daniel Fajardo-Delgado, Maria Guadalupe Sánchez CervantesPages: 2785 – 280337) Multitask Multiscale Feature Selection for Point Cloud RegistrationAuthor(s): Yue Wu, Chuang Luo, Maoguo Gong, Hangqi Ding, Jinlong Sheng, Qiguang Miao, Hao Li, Wenping Ma, Hao HePages: 2804 – 281838) Multiagent Evolution Strategy With Cooperative and Cumulative Step Adaptation for Black-Box Distributed OptimizationAuthor(s): Tai-You Chen, Wei-Neng Chen, Jin-Kao Hao, Yang Wang, Jun ZhangPages: 2819 – 283339) A Joint-Encoding Evolutionary Algorithm for Multimodal Multiobjective Feature Selection in ClassificationAuthor(s): Jing Liang, Junting Yang, Caitong Yue, Ying Bi, Kunjie Yu, Boyang Qu, Yuyang Zhang, Mengmeng LiPages: 2834 – 2848
