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An Indicator-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimizatio
Author: Zhong, Xiaoyu; Yao, Xiangjuan; Qiao, Kangjia; Gong, Dunwei; Jin, Yaochu
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 271-285. DOI: 10.1109/TEVC.2025.3544287
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Evolutionary Multitask Framework With Bi-Knowledge Transfer for Multimodal Optimization Problem
Author: Zhao, Hong; Ning, Xu-Hui; Li, Jian-Yu; Liu, Jing
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 393-407. DOI: 10.1109/TEVC.2025.3551728
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A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multiobjective Fuzzy Flexible Jobshop Schedulin
Author: Zhang, Xuwei; Liu, Shixin; Zhao, Ziyan; Yang, Shengxiang
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 2-15. DOI: 10.1109/TEVC.2024.3359120
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Tree Structured Cooperative Coevolutionary Genetic Algorithm for Fragment Reconstructio
Author: Zhang, Xin-Yuan; Yang, Jin-Hao; Gong, Yue-Jiao; Zhan, Zhi-Hui; Zhang, Jun
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 348-362. DOI: 10.1109/TEVC.2025.3550742
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Particle-Assisted Deep Reinforcement Learning for Quantum State Manipulatio
Author: Yu, Haixu; Liu, Xiang; Wang, Bohui; Zhao, Xudong
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 91-105. DOI: 10.1109/TEVC.2025.3534530
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Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Program
Author: Ye, Huigen; Xu, Hua; Coello, Carlos A. Coello
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 333-347. DOI: 10.1109/TEVC.2025.3550668
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Bilevel Evolutionary Multiobjective Algorithm With Multiple Lower-Level Search Mode
Author: Yang, Ning; Liu, Hai-Lin
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 296-310. DOI: 10.1109/TEVC.2025.3544821
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Learning-Assisted Search Path Reconstruction Empowers Evolution Algorithm for Optimizatio
Author: Song, Yaotong; Wang, Kaiyu; Zhan, Zhi-Hui; Lei, Zhenyu; Gao, Shangce
Journal: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 2026; Vol. 30, Issue 1, pp. 321-332. DOI: 10.1109/TEVC.2025.3550259