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IEEE Transactions on Evolutionary Computation cover

IEEE Transactions on Evolutionary Computation

IF12
Papers1873
Citations23557
Journal Papers 1854
Publication Date
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Kolmogorov-Arnold Classifier Systems as Universal Approximators
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-09-22
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PREAI
deleteHiroki Shiraishi; Hisao Ishibuchi; Masaya Nakata
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Parametric Knowledge Cannot Overcome Instance Bias in LLM-Based Automated Algorithm Design
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IF12
delete2026-09-21
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PREAI
deleteLu Han; Tonghao Wang; Handing Wang
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TransGP: Task-Conditioned Transformer-Guided Genetic Programming for Multitask Dynamic Flexible Job Shop Scheduling
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IF12
delete2026-09-18
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PREAI
deleteMeng Xu; Jiao Liu; Hua Yu; Yew Soon Ong
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UniCC: A Unified Coevolutionary Architecture with Divergence-Speedup Modeling for Large-Scale Global Optimization
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IF12
delete2026-09-14
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PREAI
deleteWenjie Qiu; Zhenrong Weng; Yue-Jiao Gong; Wei-Neng Chen; Jun Zhang
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Spike-driven Sparse Binary Representation Learning for Large-scale Multi-objective Optimization
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IF12
delete2026-09-11
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PREAI
deleteFei Ming; Xinming Shi; Wenxuan Pan; Yaochu Jin
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A Multi-Agent Self-Supervised State Representation Framework for Automated Algorithm Configuration
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IF12
delete2026-09-10
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PREAI
deleteXiaotong Liu; Ye Tian; Shangshang Yang; Zimo Sheng; Xingyi Zhang
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Dual Delayed Routing enhanced Niching Genetic Programming-Assisted Deep Reinforcement Learning for Dynamic Flexible Scheduling
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IF12
delete2026-09-09
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PREAI
deleteKai Xu; Binzi Xu; Xiongfeng Deng; Yan Wang
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A Fractional-Order Gradient Guided Dynamic Block-Coordinate Evolution Strategy for Large-Scale Expensive Optimization
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-09-08
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PREAI
deleteHanyu Hu; Jian Wang; Zhilei Sun; Sichen Tao; Jacek Mańdziuk; Nikhil R. Pal
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Parallel Genetic Algorithm with Mutual Information and Parent Set Structure for Bayesian Network Structure Learning
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IF12
delete2026-09-07
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PREAI
deleteZuowei He; Xiaotong Li; Shuwei Zhu; Hengyang Lu; Wei Fang; Kalyanmoy Deb; Carlos A. Coello Coello
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Derivative-free Evolutionary Search with Stochastic Approximation and Brownian Repulsion
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IF12
delete2026-09-07
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PREAI
deleteRajdeep Dutta; T Venkatesh Varma; Saikat Sarkar; Mariya Mamajiwala; Noor Awad; Senthilnath Jayavelu; Debasish Roy
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Enabling Population-Based Architectures for Neural Combinatorial Optimization
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IF12
delete2026-09-03
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PREAI
deleteAndoni I. Garmendia; Josu Ceberio; Alexander Mendiburu
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Learning-Assisted Evolutionary Feature Selection via Age-Reinforced Reduction and Expansion for High-Dimensional Classification Problems
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IF12
delete2026-09-03
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PREAI
deleteZesheng Zhang; Shoufei Han; Xiaojing Liu; Changhe Li; Kaixiang Yang; Qianlong Dang
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Enhancing Surrogate Modeling via Uniform Subset Selection and Resampling for Offline Data-Driven Expensive Optimization
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IF12
delete2026-09-03
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PREAI
deleteZhanpeng Wang; Langchun Si; Xingyi Zhang; Jinliang Ding; Yaochu Jin
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ExTrEMO-D: Diffusion Transfer for Expensive Multi-Objective Optimization
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-09-03
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PREAI
deleteHaofeng Wu; Jiao Liu; Yaochu Jin; Yew-Soon Ong
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Learning–Optimization Interactive Framework for Evolutionary Multi-Objective Recommendation
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-09-01
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PREAI
deleteYuanyuan Ge; Haipeng Yang; Fan Cheng; Likang Wu; Hongke Zhao; Lei Zhang
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A Molecular Language Model Driven Genetic Algorithm for Multi-Objective Molecular Generation
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-09-01
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PREAI
deleteTiangai Yao; Zhangfan Yang; Junkai Ji; Ka-Chun Wong; Zexuan Zhu; Jianqiang Li; Carlos A. Coello Coello
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Efficient Parameter Calibration of Numerical Weather Prediction Models via Evolutionary Sequential Transfer Optimization
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IF12
delete2026-09-01
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PREAI
deleteHeping Fang; Bingdong Li; Peng Yang
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A Risk-Aware Dynamic Multi-objective Evolutionary Algorithm for Distributed Flexible Job Shop Scheduling with Machine Deterioration
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IF12
delete2026-08-28
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PREAI
deleteHu Peng; RunCheng Wang; Chao Zhou; Hui Wang; Zhijian Wu
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A Decoupled Basis-Vector-Driven Generative Framework for Dynamic Multi-Objective Optimization
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IF12
delete2026-08-26
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PREAI
deleteYaoming Yang; Shuai Wang; Bingdong Li; Peng Yang; Ke Tang
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Efficient Exploration With Diversity Guarantee Towards Evolutionary Critic Designs
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-08-26
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PREAI
deleteJiangyu Wang; Ding Wang; Derong Liu; Junfei Qiao
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