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Matrix and Learning-Assisted Distributed Dual-Space Memetic Algorithm for Customized Distributed Blocking Flowshop Scheduling Problem IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-18 Guanghui Zhang, Juan Wang, Lijie Zhang, Qianlong Dang, Ling Wang, Keyi Xing
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A Distribution Information-Based Kriging-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization Problems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-17 Zhiyao Zhang, Yong Wang, Guangyong Sun, Tong Pang
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DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-11 Wenbin Pei, Yuyang Cui, Bing Xue, Mengjie Zhang, Jiqing Zhang, Yaqing Hou, Guangyu Zou, Zhang Qiang
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Surrogate-Assisted Neighborhood Search With Only a Few Weight Vectors for Expensive Large-Scale Multiobjective Binary Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-09 Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
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Genetic Programming With Multi-Fidelity Surrogates for Large-Scale Dynamic Air Traffic Flow Management IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-09 Tong Guo, Yi Mei, Mengjie Zhang, Ruofei Sun, Yanbo Zhu, Wenbo Du
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Multi-Level and Multi-Segment Learning Multitask Optimization via a Niching Method IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-05 Zhao-Feng Xue, Zi-Jia Wang, Yi Jiang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
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IEEE Transactions on Evolutionary Computation Publication Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-02
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IEEE Transactions on Evolutionary Computation Information for Authors IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-02
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IEEE Computational Intelligence Society Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-02
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TechRxiv: Share Your Preprint Research With the World! IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-12-02
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nLKH-ACS: A Niching Lin-Kernighan-Helsgaun Based Ant Colony System for Multi-Solution Traveling Salesman Problems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-28 Ting Huang, Zhen-Quan Zhang, Yue-Jiao Gong, Jing Liu
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Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-27 Xingyu Wu, Sheng-Hao Wu, Jibin Wu, Liang Feng, Kay Chen Tan
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Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-27 Wenxuan Pan, Feifei Zhao, Guobin Shen, Bing Han, Yi Zeng
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A Sparsity Knowledge Transfer-Based Evolutionary Algorithm for Large-Scale Multitasking Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-15 Chengming Wu, Ye Tian, Limiao Zhang, Xiaoshu Xiang, Xingyi Zhang
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Transfer-Based Customized Bus Network Design With Holding Control and Heterogeneous Fleet IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-14 Yuwei Zhao, Ziyan Feng, Xiang Li
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Multiform Differential Evolution With Elite-Guided Knowledge Transfer for Coal Mine Integrated Energy Systems Constrained Dispatch IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-13 Canyun Dai, Xiaoyan Sun, Hejuan Hu, Wei Song, Yong Zhang, Dunwei Gong
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LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-13 Niki van Stein, Thomas Bäck
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A Survey of Multi-objective Evolutionary Algorithm Based on Decomposition: Past and Future IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-12 Ke Li
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From Direct to Directional Variable Dependencies – Non-Symmetrical Dependencies Discovery in Real-World and Theoretical Problems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-11 Michal Witold Przewozniczek, Bartosz Frej, Marcin Michal Komarnicki
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Evolutionary Multitasking With Adaptive Knowledge Transfer for Expensive Multiobjective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-07 Xunfeng Wu, Songbai Liu, Qiuzhen Lin, Kay Chen Tan, Victor C. M. Leung
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A Thompson Sampling-Based Sparse Evolutionary Operator for Sparse Large-Scale Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-05 Sheng Qi, Rui Wang, Tao Zhang, Weixiong Huang, Feng Qing, Tao Hu, Ling Wang
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DPP-HSS: Towards Fast and Scalable Hypervolume Subset Selection for Many-objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-05 Cheng Gong, Yang Nan, Ke Shang, Ping Guo, Hisao Ishibuchi, Qingfu Zhang
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Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-11-04 Zhaobo Liu, Jianhua Yuan, Haili Zhang, Tao Zeng, Zexuan Zhu
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Pareto Optimization for Fair Subset Selection: A Case Study on Personalized Recommendation IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-29 Lei Zhang, Zhanpeng Wang, Haipeng Yang, Xiang Sun, Fan Cheng
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A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-28 Jianhua Zhu, Yaoyao He
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Moral Preferences Co-Evolve With Cooperation in Networked Populations IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-25 Hui Wei, Xiandong Pu, Jianlei Zhang, Chunyan Zhang, Ming Cao
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Knowledge Transfer Driven Distributed Memetic Architecture and Algorithm for Distributed Differentiation Flowshop Integrated Scheduling IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-24 Guanghui Zhang, Juan Wang, Qianlong Dang, Ling Wang, Chenxin Dong
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Heterogeneous Multi-Agent Zero-Shot Coordination by Coevolution IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-23 Ke Xue, Yutong Wang, Cong Guan, Lei Yuan, Haobo Fu, Qiang Fu, Chao Qian, Yang Yu
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A Genetic Algorithm Based on Deep Q-learning in Optimization of Remote Sensing Data Discretization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-23 Qiong Chen, Weiping Ding
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Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-23 Adetunji David Ajimakin, V. Susheela Devi
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Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-23 Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John McCall, Niki van Stein, David J. Walker, Ting Hu
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Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-18 Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang, Carlos A. Coello Coello
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Symbolic Regression-Assisted Offline Data-Driven Evolutionary Computation IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-17 Yu-Hong Sun, Ting Huang, Jing-Hui Zhong, Jun Zhang, Yue-Jiao Gong
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Surrogate-Assisted Search With Competitive Knowledge Transfer for Expensive Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-11 Xiaoming Xue, Yao Hu, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
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IEEE Transactions on Evolutionary Computation Publication Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-02
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TechRxiv: Share Your Preprint Research With the World! IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-02
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IEEE Computational Intelligence Society Information IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-02
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IEEE Transactions on Evolutionary Computation Information for Authors IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-10-02
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Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-30 Nathan Haut, Wolfgang Banzhaf, Bill Punch
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An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-27 Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes
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A Newton Method for Hausdorff Approximations of the Pareto Front Within Multi-objective Evolutionary Algorithms IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-27 Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André Deutz, Oziel Cortés-Piña, Oliver Schütze
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Multiobjective Many-Tasking Evolutionary Optimization using Diversified Gaussian-Based Knowledge Transfer IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-24 Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan
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Multi-Source Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-23 Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
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Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-20 Daiki Morinaga, Youhei Akimoto
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Automated Metaheuristic Algorithm Design With Autoregressive Learning IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-20 Qi Zhao, Tengfei Liu, Bai Yan, Qiqi Duan, Jian Yang, Yuhui Shi
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Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-17 Manuel López-Ibáñez, Diederick Vermetten, Johann Dreo, Carola Doerr
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A Simple yet Effective Greedy Evolutionary Strategy for RNA Design IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-16 Nuria Lozano-García, Álvaro Rubio-Largo, José Maria Granado-Criado
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A Diversity-Enhanced Tri-Stage Framework for Constrained Multi-objective Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-13 Yubo Wang, Chengyu Hu, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao
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Transfer Task-Averaged Natural Gradient for Efficient Many-Task Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-13 Yanchi Li, Wenyin Gong, Qiong Gu
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An Automated and Interpretable Computer-Aided Approach for Skin Cancer Diagnosis Using Genetic Programming IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-12 Kunjie Yu, Jintao Lian, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang
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Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-11 Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández, Pascal Kerschke, Heike Trautmann, Oliver Schütze
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Transforming Combinatorial Optimization Problems in Fourier Space: Consequences and Uses IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-10 Anne Elorza, Xabier Benavides, Josu Ceberio, Leticia Hernando, Jose A. Lozano
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A Memetic Algorithm for Vehicle Routing with Simultaneous Pickup and Delivery and Time Windows IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-09 Zhenyu Lei, Jin-Kao Hao
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Knee Detection in Bayesian Multi-Objective Optimization Using Thompson Sampling IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-06 Arash Heidari, Jixiang Qing, Sebastian Rojas Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt
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A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-02 Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira
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The Runtime of Randomized Local Search on the Generalized Needle Problem IEEE T. Evolut. Comput. (IF 11.7) Pub Date : 2024-09-02 Benjamin Doerr, Andrew Kelley
更新日期：2024-11-27
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