Journal: IEEE Trans. Evolutionary Computation

Volume 29, Issue 6

2272 -- 2286Maojiang Tian, Mingke Chen, Wei Du 0003, Yang Tang 0001, Yaochu Jin. An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems
2287 -- 2298Rui Li 0087, Ling Wang 0001, Wenyin Gong, Fei Ming. An Evolutionary Multitasking Memetic Algorithm for Multiobjective Distributed Heterogeneous Welding Flow Shop Scheduling
2299 -- 2312YuPing Yan, Xilu Wang 0001, Péter Ligeti, Yaochu Jin. DP-FSAEA: Differential Privacy for Federated Surrogate-Assisted Evolutionary Algorithms
2313 -- 2327Yi-Jian Wang, Gai-Ge Wang, Ling Wang 0001. A Tree-Based Multiobjective Evolutionary Algorithm for Energy-Efficient Hybrid Flow-Shop Scheduling
2328 -- 2342Ye Tian 0009, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang 0001. Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables
2343 -- 2356Shaoning Liu, Jian Feng 0001, Shengxiang Yang, Jun Zheng, Qi Xiao. A Coevolutionary Algorithm With Detection and Supervision Strategies for Constrained Multiobjective Optimization
2357 -- 2371Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang 0001, Tianyou Chai. A Multistage Expensive Constrained Multiobjective Optimization Algorithm Based on Ensemble Infill Criterion
2372 -- 2385Qingquan Zhang, Jialin Liu 0001, Xin Yao 0001. Fairness-Aware Multiobjective Evolutionary Learning
2386 -- 2400Dezheng Zhang 0002, Kunjie Yu, Jing Liang 0005, Kangjia Qiao, Boyang Qu, Ke Chen, Caitong Yue, Ling Wang 0001. History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization
2401 -- 2415Xilu Wang 0001, Yaochu Jin. Distilling Ensemble Surrogates for Federated Data-Driven Many-Task Optimization
2416 -- 2430Xiaoming Xue, Yao Hu 0001, Liang Feng 0001, Kai Zhang 0029, Linqi Song, Kay Chen Tan. Surrogate-Assisted Search With Competitive Knowledge Transfer for Expensive Optimization
2431 -- 2445Shangshang Yang, Haiping Ma, Ying Bi, Ye Tian 0009, Limiao Zhang, Yaochu Jin, Xingyi Zhang 0001. An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent Education
2446 -- 2460Weizhong Wang, Hai-Lin Liu 0001, Kay Chen Tan. Effective Identification of Lower-Level Optimal Solutions via Discriminator of Conditional Generative Adversarial Network
2461 -- 2475Guanghui Zhang, Juan Wang, Qianlong Dang, Ling Wang 0001, Chenxin Dong. Knowledge Transfer Driven Distributed Memetic Architecture and Algorithm for Distributed Differentiation Flowshop Integrated Scheduling
2476 -- 2490Shuai Shao, Ye Tian 0009, Limiao Zhang, Kay Chen Tan, Xingyi Zhang 0001. An Evolutionary Algorithm for Solving Large-Scale Robust Multiobjective Optimization Problems
2491 -- 2505Qi-Te Yang, Jian-Yu Li, Zhi-hui Zhan, Yunliang Jiang, Yaochu Jin, Jun Zhang 0003. A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective Optimization
2506 -- 2520Cheng Gong, Yang Nan 0001, Ke Shang 0004, Ping Guo 0007, Hisao Ishibuchi, Qingfu Zhang 0001. DPP-HSS: Toward Fast and Scalable Hypervolume Subset Selection for Many-Objective Optimization
2521 -- 2536Sheng Qi, Rui Wang 0017, Tao Zhang 0033, Weixiong Huang, Feng Qing, Tao Hu, Ling Wang 0001. A Thompson Sampling-Based Sparse Evolutionary Operator for Sparse Large-Scale Multiobjective Optimization
2537 -- 2551Xunfeng Wu, Songbai Liu, Qiuzhen Lin, Kay Chen Tan, Victor C. M. Leung. Evolutionary Multitasking With Adaptive Knowledge Transfer for Expensive Multiobjective Optimization
2552 -- 2566Canyun Dai, Xiaoyan Sun 0002, Hejuan Hu, Wei Song 0008, Yong Zhang 0016, Dunwei Gong. Multiform Differential Evolution With Elite-Guided Knowledge Transfer for Coal Mine Integrated Energy Systems Constrained Dispatch
2567 -- 2581Yuwei Zhao, Ziyan Feng, Xiang Li 0006. Transfer-Based Customized Bus Network Design With Holding Control and Heterogeneous Fleet
2582 -- 2595Chengming Wu, Ye Tian 0009, Limiao Zhang, Xiaoshu Xiang, Xingyi Zhang 0001. A Sparsity Knowledge Transfer-Based Evolutionary Algorithm for Large-Scale Multitasking Multiobjective Optimization
2596 -- 2610Ting Huang 0001, Zhen-Quan Zhang, Yue-jiao Gong, Jing Liu 0006. nLKH-ACS: A Niching Lin-Kernighan-Helsgaun-Based Ant Colony System for Multisolution Traveling Salesman Problems
2611 -- 2625Zhao-Feng Xue, Zijia Wang 0001, Yi Jiang, Zhi-hui Zhan, Sam Kwong, Jun Zhang 0003. Multilevel and Multisegment Learning Multitask Optimization via a Niching Method
2626 -- 2640Haoran Gu, Handing Wang, Yi Mei 0001, Mengjie Zhang 0001, Yaochu Jin. Surrogate-Assisted Neighborhood Search With Only a Few Weight Vectors for Expensive Large-Scale Multiobjective Binary Optimization
2641 -- 2655WenBin Pei, Yuyang Cui, Bing Xue 0001, Mengjie Zhang 0001, Jiqing Zhang, Yaqing Hou, Guangyu Zou, Qiang Zhang 0008. DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning
2656 -- 2670Zhiyao Zhang, Yong Wang 0002, Guangyong Sun, Tong Pang. A Distribution Information-Based Kriging-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization Problems
2671 -- 2685Tong Guo, Yi Mei 0001, Mengjie Zhang 0001, Ruofei Sun, Yanbo Zhu, Wenbo Du 0001. Genetic Programming With Multifidelity Surrogates for Large-Scale Dynamic Air Traffic Flow Management
2686 -- 2699Guanghui Zhang, Juan Wang, Lijie Zhang, Qianlong Dang, Ling Wang 0001, Keyi Xing. Matrix and Learning-Assisted Distributed Dual-Space Memetic Algorithm for Customized Distributed Blocking Flowshop Scheduling Problem
2700 -- 2714Jiang Zhou, Peng Zhang 0008. An Evolutionary Algorithm Based on CMSA for Rooted Max Tree Coverage
2715 -- 2728Emrah Hancer, Bing Xue 0001, Mengjie Zhang 0001. A Multiform Many-Objective Evolutionary Algorithm for Multilabel Feature Selection in Classification
2729 -- 2741Cong Luo, Xinyu Li 0001, Wenyin Gong, Liang Gao 0001. Affinity Propagation Hierarchical Memetic Algorithm for Multimodal Multiobjective Flexible Job Shop Scheduling With Variable Speed
2742 -- 2756Zhixing Huang, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001, Wolfgang Banzhaf. Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier
2757 -- 2770Yanchi Li, Xinyi Wu, Wenyin Gong, Meng Xu, Yubo Wang 0012, Qiong Gu. Evolutionary Competitive Multiobjective Multitasking: One-Pass Optimization of Heterogeneous Pareto Solutions
2771 -- 2784Zhe Liu, Fei Han 0001, Qinghua Ling, Henry Han, Jing Jiang 0021. Constraint-Pareto Dominance and Diversity Enhancement Strategy-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems
2785 -- 2803Lino Alberto Rodríguez Coayahuitl, Ansel Y. Rodríguez González, Daniel Fajardo-Delgado, Maria Guadalupe Sánchez Cervantes. Problem Decomposition Strategies and Credit Distribution Mechanisms in Modular Genetic Programming for Supervised Learning
2804 -- 2818Yue Wu 0004, Chuang Luo, Maoguo Gong, Hangqi Ding, Jinlong Sheng, Qiguang Miao, Hao Li 0009, Wenping Ma 0001, Hao He. Multitask Multiscale Feature Selection for Point Cloud Registration
2819 -- 2833Tai-You Chen, Wei-neng Chen, Jin-Kao Hao, Yang Wang 0098, Jun Zhang 0003. Multiagent Evolution Strategy With Cooperative and Cumulative Step Adaptation for Black-Box Distributed Optimization
2834 -- 2848Jing Liang 0005, Junting Yang, Caitong Yue, Ying Bi, Kunjie Yu, Boyang Qu, Yu-Yang Zhang, Mengmeng Li 0001. A Joint-Encoding Evolutionary Algorithm for Multimodal Multiobjective Feature Selection in Classification