Journal: IEEE Trans. Evolutionary Computation

Volume 29, Issue 3

571 -- 573Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez 0001. Guest Editorial Machine-Learning-Assisted Evolutionary Computation
574 -- 588YuanYuan Yu, Qirong Tang, Qingchao Jiang, Qinqin Fan. A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation
589 -- 600Xin-rui Tao, Quan-ke Pan, Liang Gao 0001. An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging
601 -- 615Jianqing Lin, Cheng He 0001, Hanjing Jiang, Yabing Huang, Yaochu Jin. Surrogate-Assisted Multiobjective Gene Selection for Cell Classification From Large-Scale Single-Cell RNA Sequencing Data
616 -- 630Xi Lin 0001, Xiaoyuan Zhang, Zhiyuan Yang 0003, Qingfu Zhang 0001. Dealing With Structure Constraints in Evolutionary Pareto Set Learning
631 -- 645Bingdong Li, Yan Zhang, Peng Yang 0008, Xin Yao 0001, Aimin Zhou. A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection
646 -- 660Jun Hong, Zhi-hui Zhan, Langchong He, ZongBen Xu, Jun Zhang 0003. Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach
661 -- 675Ofer M. Shir, Michael T. M. Emmerich. Multiobjective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation
676 -- 696Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou 0001, Shan He 0001, Zexuan Zhu, Kay Chen Tan. A Survey on Evolutionary Computation-Based Drug Discovery
697 -- 710Langchun Si, Xingyi Zhang 0001, Ye Tian 0009, Shangshang Yang, Limiao Zhang, Yaochu Jin. Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization
711 -- 725Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang 0003, Wei-neng Chen. A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization
726 -- 733Andrzej Jaszkiewicz, Piotr Zielniewicz. Improving the Efficiency of the Distance-Based Hypervolume Estimation Using ND-Tree
734 -- 748Tong Qian, Xiao-fang Liu, Yongchun Fang. A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints
749 -- 763Yun Liu, Fangfang Zhang 0003, Yanan Sun 0001, Mengjie Zhang 0001. Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling
764 -- 778Xianpeng Wang 0002, Yumeng Zhao, Lixin Tang, Xin Yao 0001. MOEA/D With Spatial-Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization
779 -- 793Shenglian Tan, Yong Wang 0002, Guangyong Sun, Tong Pang, Ke Tang 0001. A Surrogate-Assisted Evolutionary Framework for Expensive Multitask Optimization Problems
794 -- 808Xiaolong Wu, Wei Wang 0372, Tengfei Zhang, Honggui Han, Junfei Qiao 0001. Improved Evolutionary Multitasking Optimization Algorithm With Similarity Evaluation of Search Behavior
809 -- 821Xiaoliang Chu, Fei Ming, Wenyin Gong. Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization
822 -- 835Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-hui Zhan, Jiujun Cheng. Fractional Order Differential Evolution
836 -- 850Ruizhao Zheng, Yong Zhang 0016, Xiaoyan Sun 0002, Dun-Wei Gong, Xiao-Zhi Gao 0001. An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments