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IEEE Computational Intelligence Society Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-30
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IEEE Transactions on Evolutionary Computation Publication Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-30
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Guest Editorial Machine-Learning-Assisted Evolutionary Computation IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-30
Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez -
IEEE Transactions on Evolutionary Computation Information for Authors IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-30
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A Surrogate-Assisted High-Dimensional Mixed-Variable Evolutionary Framework and Its Application to Vehicle Lightweighting Design IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-27
Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang -
Cross-Task Collaborative Optimization Based on Knowledge Transfer for Soft Robot Design IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-26
Jiliang Zhao, Wei Peng, Handing Wang, Weien Zhou, Yang Yang, Wen Yao -
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-26
Benjamin Doerr, Dimitri Korkotashvili, Martin S. Krejca -
Two-Stage Clustering and Independent Competing Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-22
Keyu Zhong, Fen Xiao, Xieping Gao -
A Large-scale Expensive Optimization Algorithm with a Multi-view Synthetic Sampling IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-20
Kaili Zhao, Xilu Wang, Chaoli Sun, Yaochu Jin -
Fast High-Diversity Subset Selection for Multi-Objective Optimization by Riesz s-Energy IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-16
Jesús Guillermo Falcón-Cardona, Julio Juárez, Luis A. Márquez-Vega, Michael T.M. Emmerich -
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-15
Gabriel Cortês, Nuno Lourenço, Penousal Machado -
Comprehensive-Forecast Multiobjective Genetic Programming for Neural Architecture Search IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-14
Bin Cao, Xiao Luo, Xin Liu, Yun Li -
ES-GP: An Ensemble Surrogate-Assisted Genetic Programming Approach to Image Classification IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-14
Qinglan Fan, Yunfeng Zhang, Xunxiang Yao, Ying Bi, Bing Xue, Mengjie Zhang -
Efficient Evolution of Variable Ordering for Binary Decision Diagram Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-14
Rune Krauss, Rolf Drechsler -
Dynamic Multi-Objective Optimisation Based on Vector Autoregressive Evolution IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-14
Shouyong Jiang, Yong Wang, Yaru Hu, Qingyang Zhang, Shengxiang Yang -
Morphology Evolution for Embodied Robot Design With a Classifier-Guided Diffusion Model IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-13
Shulei Liu, Junchi Yan, Handing Wang, Yaochu Jin -
An Adaptive Constraint Violation Evaluation Framework for Constrained Multiobjective Evolutionary Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-13
Bing-Chuan Wang, Jing-Jing Guo, Zhi-Zhong Liu, Yong Wang -
Dynamic Constrained Multiobjective Evolutionary Algorithm With Multipopulation Prediction and Dynamic Fusion Ranking IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-12
Dezheng Zhang, Kai Zhang, Kunjie Yu, Jing Liang, Kangjia Qiao, Boyang Qu, Ke Chen, Caitong Yue -
Characterizing the Feature Space Transformations Produced by Genetic Programming Using the Optimal Transport Dataset Distance IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-12
Leonardo Trujillo, Joel Nation -
Collaborative Ontology Matching With Dual Population Genetic Programming and Active Meta-Learning IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-12
Xingsi Xue, Jerry Chun-Wei Lin, Zhaohang Jiang -
Leader-Follower Disagreement Minimization in Social Networks IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-12
Yilu Liu, Xi Lin, Qingfu Zhang -
Dynamic Grouping With a Self-Aware Computational Resource Allocation for Large-Scale Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-09
Yuning Chen, Ziqing Zhou, Yi Liu, Linqiang Hu, Zhuo Zou, Lida Xu, Zhongxue Gan, Chun Ouyang -
Pareto Set Learning through Genetic Programming for Multi-Objective Dynamic Scheduling IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-09
Meng Xu, Yi Mei, Fangfang Zhang, Yew Soon Ong, Mengjie Zhang -
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-08
Zeyuan Ma, Hongshu Guo, Yue-Jiao Gong, Jun Zhang, Kay Chen Tan -
An Evolutionary Ising Optimization Framework for Unconstrained Binary Quadratic Programming IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-07
Wujie Fu, Anupam Trivedi, Guanyu Chen, Yuan Gao, Dipti Srinivasan, Aaron Danner -
Knowledge Transfer With Mixture Model in Dynamic Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-02
Juan Zou, Zhanglu Hou, Shouyong Jiang, Shengxiang Yang, Gan Ruan, Yizhang Xia, Yuan Liu -
Investigating Adaptive Population Control Strategies With Cumulative Step-Size Adaptation IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-01
Amir Omeradzic, Hans-Georg Beyer -
Hierarchical Genetic Algorithm for the Multi-Solution Traveling Salesman Problem IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-05-01
Caitong Yue, Yuxi Shen, Jing Liang, Kunjie Yu, Mengmeng Li, Tianlei Ma, Hui Song -
Multi-Objective Competitive Co-Evolutionary Optimization and Regularity-Based Decision-Making for two-Agent Wargame Strategy Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-30
Ritam Guha, Ryan Mckendrick, Bradley Feest, Kalyanmoy Deb -
Evolutionary Transfer Neural Architecture Search Across Spaces via Representation Learning IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-29
Boyu Hou, Liang Feng, Xuefeng Chen, Jing Tang, Kay Chen Tan, Xiaofeng Liao -
Enhancing Landscape Approximation With Ensemble-Based Surrogate Model for Expensive Constrained Multiobjective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-22
Yingwei Li, Xiang Feng, Huiqun Yu -
Knowledge-Aware Evolutionary Transformer IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-21
Ruohan Zhang, Lingling Li, Licheng Jiao, Fang Liu, Xu Liu, Shuyuan Yang -
Enhancing Genetic Algorithm with Explainable Artificial Intelligence for Last-Mile Routing IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-18
Yonggab Kim, Reem Khir, Seokcheon Lee -
A Distributed Ant Colony System with Pheromone Transfer for Multiagent Traveling Salesmen Problem IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-18
Xuan-Li Shi, Wei-Neng Chen, Feng-Feng Wei, Jun Zhang -
Autonomous Multi-Objective Optimization Using Large Language Model IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-15
Yuxiao Huang, Shenghao Wu, Wenjie Zhang, Jibin Wu, Liang Feng, Kay Chen Tan -
Handling Objectives With Heterogeneous Evaluation Times in Surrogate-Assisted Evolutionary Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-15
Balija Santoshkumar, Kalyanmoy Deb -
Coping With a Severely Changing Number of Objectives in Dynamic Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-14
Gan Ruan, Zhanglu Hou, Xin Yao -
Accelerating Bilevel Optimization with Hierarchical Many-threaded Parallel Differential Evolution IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-11
Amanda S. Dufek, Jaqueline S. Angelo, Douglas A. Augusto, Helio J.C. Barbosa -
A Weight Inheritance and Guidance Strategy based Evolutionary Network Architecture Search IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-07
Li Yan, Yi Du, Jing Liang, Boyang Qu, Chao Li, Kunjie Yu -
Constrained Multi-objective Optimization Based on Dynamic Priority and Cooperative Offspring Generation IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-07
Zhihui He, Feng Wang, Bingdong Li, Aimin Zhou -
Evolutionary Direction Learning With Multivariate Gaussian Probabilistic Model for Multiobjective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-03
Xianpeng Wang, Jingchuan Zhang, Lixin Tang, Yaxue Liu -
IEEE Computational Intelligence Society Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-01
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IEEE Transactions on Evolutionary Computation Publication Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-01
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IEEE Transactions on Evolutionary Computation Information for Authors IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-01
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A Multi-Fidelity Genetic Algorithm for Hyperparameter Optimization of Deep Neural Networks IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-04-01
Antonio R. Moya, Sebastián Ventura -
LLM-Assisted Automatic Memetic Algorithm for Lot-Streaming Hybrid Job Shop Scheduling With Variable Sublots IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-31
Rui Li, Ling Wang, Hongyan Sang, Lizhong Yao, Lijun Pan -
Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via Tensorization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-29
Zhenyu Liang, Hao Li, Naiwei Yu, Kebin Sun, Ran Cheng -
Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-18
Ahmer Khan, Kalyanmoy Deb -
Evolutionary Multi-Task Framework With Bi-Knowledge Transfer for Multimodal Optimization Problems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-17
Hong Zhao, Xu-Hui Ning, Jian-Yu Li, Jing Liu -
A New Prediction Strategy for Dynamic Multi-objective Optimization Using Diffusion Model IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-14
Feng Wang, Jinsong Xie, Aimin Zhou, Ke Tang -
A Dynamic Interval Multi-Objective Evolutionary Algorithm Based on Multi-Task Learning and Inverse Mapping IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-14
Feimeng Wang, Jing Sun, Xingjia Gan, Dunwei Gong, Gaige Wang, Yongde Guo -
Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-14
Quan Gong, Yizhang Xia, Juan Zou, Zhanglu Hou, Yuan Liu -
Adapting Rule Representation With Four-Parameter Beta Distribution for Learning Classifier Systems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-13
Hiroki Shiraishi, Yohei Hayamizu, Tomonori Hashiyama, Keiki Takadama, Hisao Ishibuchi, Masaya Nakata -
Tree Structured Cooperative Coevolutionary Genetic Algorithm for Fragment Reconstruction IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-12
Xin-Yuan Zhang, Jin-Hao Yang, Yue-Jiao Gong, Zhi-Hui Zhan, Jun Zhang -
Multisource and Hidden Source-Based Knowledge Transfer for Solving Dynamic Multiobjective Optimization Problems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-12
Wei Song, Zhi Liu, Jian Yu, Xiaoyan Sun, Yaochu Jin, Khin Wee Lai -
Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultra-Large-Scale Mixed Integer Linear Programs IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-12
Huigen Ye, Hua Xu, Carlos A. Coello Coello -
Learning-assisted Search Path Reconstruction Empowers Evolution Algorithm for Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2025-03-11
Yaotong Song, Kaiyu Wang, Zhi-Hui Zhan, Zhenyu Lei, Shangce Gao
更新日期：2025-04-30
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