Journal: IEEE Trans. Evolutionary Computation

Volume 29, Issue 2

287 -- 301Yi Jiang, Zhi-hui Zhan, Kay Chen Tan, Sam Kwong, Jun Zhang 0003. Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization
302 -- 316Paul Kent, Adam Gaier, Jean-Baptiste Mouret, Juergen Branke. Bayesian Optimization for Quality Diversity Search With Coupled Descriptor Functions
317 -- 330Fei Liu 0044, Qingfu Zhang 0001, Qingling Zhu, Xialiang Tong, Mingxuan Yuan. Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing
331 -- 345Niki van Stein, Thomas Bäck. LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
346 -- 359Yuquan Wang, Naiming Xie, Nanlei Chen, Hui Ma 0001, Gang Chen 0002. Genetic Programming Hyper Heuristic With Elitist Mutation for Integrated Order Batching and Picker Routing Problem
360 -- 374Deniz Preil, Michael Krapp. Genetic Multi-Armed Bandits: A Reinforcement Learning Inspired Approach for Simulation Optimization
375 -- 389Junfei Li, Yanrong Hu, Simon X. Yang. A Novel Knowledge-Based Genetic Algorithm for Robot Path Planning in Complex Environments
390 -- 403Jaume Reixach, Christian Blum 0001, Marko Djukanovic, Günther R. Raidl. A Biased Random Key Genetic Algorithm for Solving the Longest Common Square Subsequence Problem
404 -- 417Genghui Li, Zhenkun Wang 0001, Weifeng Gao, Ling Wang 0001. Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization
418 -- 428Thanh V. T. Tran, Truong-Son Hy. Protein Design by Directed Evolution Guided by Large Language Models
429 -- 443Jinghui Zhong, JunLan Dong, Wei-Li Liu, Liang Feng 0001, Jun Zhang 0003. Multiform Genetic Programming Framework for Symbolic Regression Problems
444 -- 458Bingdong Li, Yanting Yang, Peng Yang 0008, Guiying Li, Ke Tang 0001, Aimin Zhou. Causal Inference-Based Large-Scale Multiobjective Optimization
459 -- 473Hanyuan Huang, Tao Li 0016, Beibei Li 0002, Wenhao Wang 0001, Yanan Sun 0001. A Bidirectional Differential Evolution-Based Unknown Cyberattack Detection System
474 -- 489Lei Chen 0044, Yiu-ming Cheung, Hai-Lin Liu 0001, Yutao Lai. MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization
490 -- 504Michal Witold Przewozniczek, Bartosz Frej, Marcin Michal Komarnicki. From Direct to Directional Variable Dependencies - Nonsymmetrical Dependencies Discovery in Real-World and Theoretical Problems
505 -- 518Yuji Zou, Jin-Kao Hao, Qinghua Wu 0002. A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots
519 -- 533Yang Nan 0001, Tianye Shu, Hisao Ishibuchi, Ke Shang. Gradient-Guided Local Search for Large-Scale Hypervolume Subset Selection
534 -- 554Xingyu Wu, Sheng-Hao Wu, Jibin Wu, Liang Feng 0001, Kay Chen Tan. Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
555 -- 569Yuheng Lei, Yao Lyu, Guojian Zhan, Tao Zhang, Jiangtao Li, Jianyu Chen, Shengbo Eben Li, Sifa Zheng. Zeroth-Order Actor-Critic: An Evolutionary Framework for Sequential Decision Problems