Journal: IEEE Trans. Evolutionary Computation

Volume 30, Issue 1

2 -- 15XuWei Zhang, Shixin Liu, Ziyan Zhao, Shengxiang Yang. A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multiobjective Fuzzy Flexible Jobshop Scheduling
16 -- 30Yonggab Kim, Reem Khir, Seokcheon Lee. Enhancing Genetic Algorithm With Explainable Artificial Intelligence for Last-Mile Routing
31 -- 45Ruwang Jiao, Bing Xue 0001, Mengjie Zhang 0001. Learning to Preselection: A Filter-Based Performance Predictor for Multiobjective Feature Selection in Classification
46 -- 60Zhaobo Liu, JianHua Yuan, Haili Zhang, Tao Zeng, Zexuan Zhu. Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking
61 -- 75Meng Xu 0008, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible Scheduling
76 -- 90Bin Cao 0005, Xiao Luo, Xin Liu 0055, Yun Li 0002. Comprehensive-Forecast Multiobjective Genetic Programming for Neural Architecture Search
91 -- 105Haixu Yu, Xiang Liu 0020, Bohui Wang, Xudong Zhao 0001. Particle-Assisted Deep Reinforcement Learning for Quantum State Manipulation
106 -- 120Xiaotian Song, Zeqiong Lv, Jiahao Fan, Deng Xiong, Jiancheng Lv 0001, Jiyuan Liu 0012, Yanan Sun 0001. Evolutionary Multiobjective Spiking Neural Architecture Search for Image Classification
121 -- 140Emrah Hancer, Bing Xue 0001, Mengjie Zhang 0001. A Survey on Evolutionary Feature Selection in Multilabel Classification
141 -- 155Minyang Chen, Chenchen Feng, Ran Cheng 0004. MetaDE: Evolving Differential Evolution by Differential Evolution
156 -- 170Keisuke Korogi, Ryoji Tanabe. Speeding Up Local Search for the Indicator-Based Subset Selection Problem by a Candidate List Strategy
171 -- 185Weiyao Cheng, Leilei Meng, Biao Zhang 0003, Kaizhou Gao, Hongyan Sang. Imitation Learning-Assisted Evolutionary Algorithm for Energy-Efficient Flexible Job Shop Scheduling Problem With Automated Guided Vehicles
186 -- 198Qianlong Dang, Qiqi Liu, Shuai Yang 0003, Xiaoyu He 0001. Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective Optimization
199 -- 213Hao Hao, Xiaoqun Zhang, Aimin Zhou. Expensive Optimization via Relation
214 -- 225Rubén Saborido, Ana Belen Ruiz, Sandra González-Gallardo, Mariano Luque, Antonio Borrego. Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite Indicators
226 -- 240Han Heng, Wan Rahiman. ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid Environments
241 -- 255Hao Li 0009, Fanggao Wan, Maoguo Gong, A. Kai Qin, Yue Wu 0004, Lining Xing 0001. Many-Problem Surrogates for Transfer Evolutionary Multiobjective Optimization With Sparse Transfer Stacking
256 -- 270Guo-Yun Lin, Zong-Gan Chen, Chuanbin Liu 0003, Yuncheng Jiang 0001, Sam Kwong, Jun Zhang 0003, Zhi-hui Zhan. A Landscape-Aware Differential Evolution for Multimodal Optimization Problems
271 -- 285Xiaoyu Zhong 0001, Xiangjuan Yao, Kangjia Qiao, Dunwei Gong, Yaochu Jin. An Indicator-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimization
286 -- 295Manon Flageat, Hannah Janmohamed, Bryan Lim, Antoine Cully. Exploring the Performance-Reproducibility Trade-Off in Quality-Diversity
296 -- 310Ning Yang, Hai-Lin Liu 0001. Bilevel Evolutionary Multiobjective Algorithm With Multiple Lower-Level Search Modes
311 -- 320Marcel Chwialkowski, Benjamin Doerr, Martin S. Krejca. Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes Benchmark
321 -- 332Yaotong Song, Kaiyu Wang, Zhi-hui Zhan, Zhenyu Lei 0002, Shangce Gao. Learning-Assisted Search Path Reconstruction Empowers Evolution Algorithm for Optimization
333 -- 347Huigen Ye, Hua Xu 0003, Carlos A. Coello Coello. Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Programs
348 -- 362Xin-yuan Zhang, Jin-Hao Yang, Yue-jiao Gong, Zhi-hui Zhan, Jun Zhang 0003. Tree Structured Cooperative Coevolutionary Genetic Algorithm for Fragment Reconstruction
363 -- 377Hiroki Shiraishi, Yohei Hayamizu, Tomonori Hashiyama, Keiki Takadama, Hisao Ishibuchi, Masaya Nakata. Adapting Rule Representation With Four-Parameter Beta Distribution for Learning Classifier Systems
378 -- 392Ahmer Khan, Kalyanmoy Deb. Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path
393 -- 407Hong Zhao, Xu-Hui Ning, Jian-Yu Li, Jing Liu 0006. Evolutionary Multitask Framework With Bi-Knowledge Transfer for Multimodal Optimization Problems
408 -- 419Amir Omeradzic, Hans-Georg Beyer. Investigating Adaptive Population Control Strategies With Cumulative Step-Size Adaptation
420 -- 434Zhenyu Liang, Hao Li, Naiwei Yu, Kebin Sun, Ran Cheng 0004. Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via Tensorization
435 -- 447Leonardo Trujillo, Joel Nation. Characterizing the Feature Space Transformations Produced by Genetic Programming Using the Optimal Transport Dataset Distance