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IEEE Transactions on Evolutionary Computation cover

IEEE Transactions on Evolutionary Computation

IF12
Papers1944
Citations27389
Journal Papers 1944
Publication Date
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Simple but Difficult Multi-objective Distance Minimization Problems with Disconnected Global and Local Pareto Sets
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-11-03
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PREAI
deleteTianye Shu; Yang Nan; Longcan Chen; Lie Meng Pang; Hisao Ishibuchi
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Modelling and Analysis of Dynamics of Particle Swarm Optimization under Time-Varying Inertia using Green-Sturm-Liouville System
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-29
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PREAI
deleteKrishnendu Biswas; Shyamali Mitra; Tamal Panda; Nibaran Das
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Any Constant Mutation Rate Can be Optimal for the (1+1) Evolutionary Algorithm
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-29
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PREAI
deleteAndrew James Kelley
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Harnessing Discrete Heterogeneous Spatial Organisation for Structural Topology Optimisation
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-29
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PREAI
deleteEdgar Buchanan; Simon Hickinbotham; Imelda Friel; Paul Goodall; Ge Shi; David Howard; Mark Price; Andy M. Tyrrell
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An Evolutionary Algorithm with Probabilistic Annealing for Large-scale Sparse Multi-objective Optimization
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-23
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PREAI
deleteShuai Shao; Ye Tian; Guan Wang; Jin Li; Yuhao Sun; Xing Chen
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Q-Learning Enhanced Multi-objective Evolutionary Algorithm with Diverse Search for Airport Ground Movement Optimization
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-19
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PREAI
deleteJunting Yang; Yi Mei; Tong Guo; Songwei Liu; Jun Chen; Hui Ding; Wenbo Du
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OKAPI: Automated Deep Ensemble Design Through Genetic Programming
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-19
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deleteDamian Kucharski; Jakub Nalepa; Arkadiusz Czerwinski; Yalin Zheng; Gregory Y. H. Lip; Agata M. Wijata
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An Improved Evolutionary Algorithm with Joint Encoding for Multiobjective Feature Selection in Classification
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-19
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PREAI
deleteYing Bi; Jinze Chen; Caitong Yue; Jing Liang
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A Strategic-Tactical Evolutionary Reinforcement Learning Framework for Robotic Mobile Fulfillment Systems
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-06
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PREAI
deleteXiaoying Yang; Fuhua Jia; Tianxiang Cui; Jianfeng Ren; Ruibin Bai
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Hierarchical Optimization Framework for Overlapping Large-Scale Optimization Problems
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-06
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PREAI
deleteYunpeng Jing; Hai-Lin Liu
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Parking Vehicle-Assisted Task Offloading in Edge Computing: An Environment-Adaptive Multi-Strategy Dynamic Multi-Objective Evolutionary Algorithm
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-06
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PREAI
deleteZhengYi Chai; XuanWen Lu; Shengxiang Yang; Yalun Li; QingWen Chen
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Knowledge- and Learning-Driven Artificial Bee Colony Optimization for Home Health Care Routing and Scheduling Problems
deleteIEEE Transactions on Evolutionary Computation
IF12
delete2026-10-05
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PREAI
deleteYaPing Fu; Jie Dong; XuJin Pu; Min Huang; ZhiWu Li; LiHua Zhu
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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
deleteIEEE Transactions on Evolutionary Computation
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
deleteIEEE Transactions on Evolutionary Computation
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
deleteIEEE Transactions on Evolutionary Computation
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
deleteIEEE Transactions on Evolutionary Computation
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
deleteIEEE Transactions on Evolutionary Computation
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
deleteIEEE Transactions on Evolutionary Computation
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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