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A Feedback Learning-Based Memetic Algorithm for Energy-Aware Distributed Flexible Job-Shop Scheduling With Transportation Constraints IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-16 Jingjing Wang, Honggui Han, Ling Wang
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EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary Computation IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-15 Beichen Huang, Ran Cheng, Zhuozhao Li, Yaochu Jin, Kay Chen Tan
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Feature Extraction With Genetic Programming for Root Cause Identification in Manufacturing With Interpretable Machine Learning IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-15 Chan Gyu Lee, Sungbum Jun
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Fractional Order Differential Evolution IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-09 Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-Hui Zhan, Jiujun Cheng
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Fast Heterogeneous Multi-Problem Surrogates for Transfer Evolutionary Multiobjective Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-03 Hao Li, Pu Xiong, Maoguo Gong, A. K. Qin, Yue Wu, Lining Xing
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TechRxiv: Share Your Preprint Research with the World! IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-01
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IEEE Computational Intelligence Society Information IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-01
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IEEE Transactions on Evolutionary Computation Information for Authors IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-01
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IEEE Transactions on Evolutionary Computation Publication Information IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-01
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Multi-Tree Genetic Programming for Learning Color and Multi-Scale Features in Image Classification IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-04-01 Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
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Solving High-Dimensional Expensive Multiobjective Optimization Problems by Adaptive Decision Variable Grouping IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-29 Yingwei Li, Xiang Feng, Huiqun Yu
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A Survey on Evolutionary Computation Based Drug Discovery IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-26 Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou, Shan He, Zexuan Zhu, Kay Chen Tan
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Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-25 Xinan Chen, Ruibin Bai, Rong Qu, Jing Dong, Yaochu Jin
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Multi-Agent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-25 Tai-You Chen, Wei-Neng Chen, Feng-Feng Wei, Xiao-Min Hu, Jun Zhang
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Learning-Aided Evolutionary Search and Selection for Scaling-up Constrained Multiobjective Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-21 Songbai Liu, Zeyi Wang, Qiuzhen Lin, Jianqiang Li, Kay Chen Tan
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Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-21 Linqiang Pan, Jianqing Lin, Handing Wang, Cheng He, Kay Chen Tan, Yaochu Jin
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Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-20 Linas Stripinis, Jakub Kůdela, Remigijus Paulavičius
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Genetic Programming With Flexible Region Detection for Fine-Grained Image Classification IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-19 Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
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A Syntactic Problem Solver Learning Landscape Structures for Clinical Scheduling IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-18 Keyao Wang, Bo Liu
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An Interval Multi-Objective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-18 Rui-zhao Zheng, Yong Zhang, Xiao-yan Sun, Dun-wei Gong, Xiao-zhi Gao
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Learning to Expand/Contract Pareto Sets in Dynamic Multi-Objective Optimization With a Changing Number of Objectives IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-14 Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
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Bayesian Optimisation for Quality Diversity Search With Coupled Descriptor Functions IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-13 Paul Kent, Adam Gaier, Jean-Baptiste Mouret, Juergen Branke
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Competitive Multitasking for Computational Resource Allocation in Evolutionary Constrained Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-13 Xiaoliang Chu, Fei Ming, Wenyin Gong
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Multi-Objective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-11 Ofer M. Shir, Michael Emmerich
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Learning to Preselection: A Filter-Based Performance Predictor for Multiobjective Feature Selection in Classification IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-06 Ruwang Jiao, Bing Xue, Mengjie Zhang
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Improved Evolutionary Multitasking Optimization Algorithm With Similarity Evaluation of Search Behavior IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-03-05 Xiaolong Wu, Wei Wang, Tengfei Zhang, Honggui Han, Junfei Qiao
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Analysis of Multi-Objective Evolutionary Algorithms On Fitness Function With Time-Linkage Property IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-29 Tianyi Yang, Yuren Zhou
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A Surrogate-Assisted Evolutionary Framework for Expensive Multitask Optimization Problems IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-28 Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang, Ke Tang
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Protein Structure Prediction Using A New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-21 Jun Hong, Zhi-Hui Zhan, Langchong He, Zongben Xu, Jun Zhang
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MOEA/D With Spatial-Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-20 Xianpeng Wang, Yumeng Zhao, Lixin Tang, Xin Yao
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Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job Shop Scheduling IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-19 Yun Liu, Fangfang Zhang, Yanan Sun, Mengjie Zhang
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Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-16 Aljoša Vodopija, Tea Tušar, Bogdan Filipič
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A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-15 Tong Qian, Xiao-Fang Liu, Yongchun Fang
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A Bidirectional Differential Evolution Based Unknown Cyberattack Detection System IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-13 Hanyuan Huang, Tao Li, Beibei Li, Wenhao Wang, Yanan Sun
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Machine Learning Assisted Multiobjective Evolutionary Algorithm for Routing and Packing IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-06 Fei Liu, Qingfu Zhang, Qingling Zhu, Xialiang Tong, Mingxuan Yuan
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A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-05 Yuji Zou, Jin-Kao Hao, Qinghua Wu
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A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-02-01 Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang, Wei-Neng Chen
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IEEE Transactions on Evolutionary Computation Information for Authors IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-30
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IEEE Computational Intelligence Society Information IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-30
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IEEE Transactions on Evolutionary Computation Publication Information IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-30
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A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multi-Objective Fuzzy Flexible Jobshop Scheduling IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-26 Xuwei Zhang, Shixin Liu, Ziyan Zhao, Shengxiang Yang
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Decoupling Constraint: Task Clone-Based Multi-Tasking Optimization for Constrained Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-26 Genghui Li, Zhenkun Wang, Weifeng Gao, Ling Wang
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On Cooperative Coevolution and Global Crossover IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-18 Larry Bull, Haixia Liu
Cooperative coevolutionary algorithms (CCEAs) divide a given problem in to a number of subproblems and use an evolutionary algorithm to solve each subproblem. This letter is concerned with the scenario under which a single fitness measure exists. By removing the typically used subproblem partnering mechanism, it is suggested that such CCEAs can be viewed as making use of a generalized version of the
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Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-18 Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Sam Kwong, Jun Zhang
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A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multi-Objective Optimization IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-17 Xiangzhou Gao, Shenmin Song, Hu Zhang, Zhenkun Wang
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A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-16 Zixiao Pan, Ling Wang, Jingjing Wang, Qingfu Zhang
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Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer Adaptation IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-12 Yanchi Li, Wenyin Gong
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Finding the Set of Nearly Optimal Solutions of a Multi-Objective Optimization Problem IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-12 Oliver Schütze, Angel E. Rodriguez-Fernandez, Carlos Segura, Carlos Hernández
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Toward Evolving Dispatching Rules With Flow Control Operations By Grammar-Guided Linear Genetic Programming IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-12 Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
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Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-11 José-Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales
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MedNAS: Multi-Scale Training-Free Neural Architecture Search for Medical Image Analysis IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-11 Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang, Zizhou Wang, Yangqin Feng, Yu Xue, Xiao Wang, Zheng Chen, Tao Luo, Rich Siow Mong Goh, Yong Liu
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Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-10 Jian Feng, Yajie He, Yuhan Pan, Zhipeng Zhou, Si Chen, Wei Gong
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Speeding-Up Evolutionary Algorithms to Solve Black-Box Optimization Problems IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-10 Judith Echevarrieta, Etor Arza, Aritz Pérez
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ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster Convergence IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-02 Jiao Liu, Abhishek Gupta, Chinchun Ooi, Yew-Soon Ong
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Evolutionary Multitask Optimization With Lower Confidence Bound-Based Solution Selection Strategy IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-02 Zhenzhong Wang, Lulu Cao, Liang Feng, Min Jiang, Kay Chen Tan
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Evolutionary Multi-Objective Optimisation for Large-Scale Portfolio Selection With Both Random and Uncertain Returns IEEE T. Evolut. Comput. (IF 14.3) Pub Date : 2024-01-01 Weilong Liu, Yong Zhang, Kailong Liu, Barry Quinn, Xingyu Yang, Qiao Peng