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IEEE Transactions on Evolutionary Computation cover

IEEE Transactions on Evolutionary Computation

IF12
Papers1827
Citations23557
Journal Papers 1808
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LLMENAS: Evolutionary Neural Architecture Search via Large Language Model Guidance
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delete2026-03-04
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deleteYutao Lai; Zicheng Cai; Lei Chen; Tongtao Ling; Hai-Lin Liu
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Multimodal Multiobjective Neural Architecture Search for Lightweight and Failure-Resilient Time Series Forecasting
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delete2026-01-28
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deleteYifan Li; Hong Zhao; Jian-Yu Li; Jing Liu
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Evolutionary Content Generation via Multimodal LLM-Based Fitness Evaluation
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delete2026-01-28
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deleteYaqing Hou; Ning Wang; Zhaoping Yu; David M. Bossens; Ying Wu; Qiang Zhang; Yew-Soon Ong
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LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation
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delete2026-01-20
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deleteZeyuan Ma; Yue-Jiao Gong; Hongshu Guo; Jiacheng Chen; Yining Ma; Zhiguang Cao; Jun Zhang
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An Evolutionary Approach for the Computation of <italic>ϵ</italic>-Locally Optimal Solutions for Multiobjective Multimodal Optimization
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delete2025-11-26
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deleteCarlos Hernández; Angel E. Rodriguez-Fernandez; Lennart Schäpermeier; Oliver Cuate; Heike Trautmann; Oliver Schütze
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Vector Quantized-Elites: Unsupervised and Problem-Agnostic Quality-Diversity Optimization
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delete2025-11-12
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deleteConstantinos Tsakonas; Konstantinos Chatzilygeroudis
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Evolutionary Contribution and Problem Heuristic Information Ensemble-Based Resource Allocation for Cooperative Coevolution
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delete2025-11-05
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deleteDong Liu; Ming-Yuan Lu; Qiang Yang; Wei-Neng Chen; Ya-Hui Jia; Jian-Yu Li; Tao Li; Yuan-Yuan Ma; Jun Zhang
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Multigranularity Adversarial Attacks on Large Language Models Using Genetic Programming
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delete2025-11-05
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deleteWencheng Han; Hao Li; Maoguo Gong; Yu Zhou; Yue Wu; A. K. Qin; Lining Xing
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Evolutionary Reinforcement Learning With Late-Start Evolution and Clustering Archive
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delete2025-10-31
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deleteQiuting Cai; Ya-Hui Jia; Kaitong Zheng; Shiqi Ou; Wei-Neng Chen
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Turning Sparse Large-Scale Multiobjective Optimization Into Evolutionary Multitasking
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delete2025-10-20
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deleteJing Jiang; Xiang Fang; Huoyuan Wang; Pingping Tong; Zhe Liu; Benyue Su; Fei Han
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Conditional-Surrogate-Assisted Particle Swarm Optimization for Large-Scale Robust Optimization Over Time
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delete2025-10-08
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deleteXiao-Fang Liu; Tian-Hong Wang; Zhi-Hui Zhan; Jun Zhang
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Lamarckian Inheritance Improves Robot Evolution in Dynamic Environments
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delete2025-10-08
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deleteJie Luo; Karine Miras; Carlo Longhi; Oliver Weissl; Agoston E. Eiben
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YOLO-Light: Automatic Lightweight You-Only-Look-Once Generation in Different Scenarios Through NeuroEvolution
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delete2025-10-03
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deleteZhenhao Shuai; Tao Yu; Bo Zhang; Chufan Ren; Liansheng Wang; Xiaoming Jiang; Linjin Li; Jianwei Shuai
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Meta-Learning Inspired Single-Step Generative Model for Expensive Multitask Optimization Problems
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delete2025-10-02
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deleteRuilin Wang; Xiang Feng; Huiqun Yu; Yang Tan; Edmund M.-K. Lai
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Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization
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delete2025-10-01
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deleteJuan Zou; Zhanglu Hou; Shouyong Jiang; Shengxiang Yang; Gan Ruan; Yizhang Xia; Yuan Liu
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Multisource and Hidden Source-Based Knowledge Transfer for Solving Dynamic Multiobjective Optimization Problems
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delete2025-10-01
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deleteWei Song; Zhi Liu; Jian Yu; Xiaoyan Sun; Yaochu Jin; Khin Wee Lai
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A New Prediction Strategy for Dynamic Multiobjective Optimization Using Diffusion Model
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delete2025-10-01
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deleteFeng Wang; Jinsong Xie; Aimin Zhou; Ke Tang
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Guest Editorial Evolutionary Dynamic Optimization
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delete2025-10-01
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deleteDanial Yazdani; Wenjian Luo; Shengxiang Yang
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Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems
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delete2025-10-01
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deleteYuling Xie; Quanwu Zhao; Wei Zhou; Zexuan Zhu
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A Dynamic Interval Multiobjective Evolutionary Algorithm Based on Multitask Learning and Inverse Mapping
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delete2025-10-01
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deleteFeimeng Wang; Jing Sun; Xingjia Gan; Dunwei Gong; Gaige Wang; Yongde Guo
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