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IEEE Transactions on Evolutionary Computation最新文献

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Fully Tensorized GPU-Accelerated Multi-Population Evolutionary Algorithm for Constrained Multiobjective Optimization Problems 约束多目标优化问题的全张化gpu加速多种群进化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-01-12 DOI: 10.1109/tevc.2026.3651395
Weixiong Huang, Rui Wang, Wenhua Li, Sheng Qi, Tianyu Luo, Delong Chen, Tao Zhang, Ling Wang
{"title":"Fully Tensorized GPU-Accelerated Multi-Population Evolutionary Algorithm for Constrained Multiobjective Optimization Problems","authors":"Weixiong Huang, Rui Wang, Wenhua Li, Sheng Qi, Tianyu Luo, Delong Chen, Tao Zhang, Ling Wang","doi":"10.1109/tevc.2026.3651395","DOIUrl":"https://doi.org/10.1109/tevc.2026.3651395","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"6 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Level-Based Multi-Population Self-Adaptive Constrained Multiobjective Evolutionary Algorithm for Cascade Reservoir Scheduling 梯级水库调度的一种基于层次的多种群自适应约束多目标进化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-01-12 DOI: 10.1109/tevc.2026.3651698
Kangjia Qiao, Gang Liu, Jing Liang, Yuanjian Wang, Lei Li, Kunjie Yu, Caitong Yue
{"title":"A Level-Based Multi-Population Self-Adaptive Constrained Multiobjective Evolutionary Algorithm for Cascade Reservoir Scheduling","authors":"Kangjia Qiao, Gang Liu, Jing Liang, Yuanjian Wang, Lei Li, Kunjie Yu, Caitong Yue","doi":"10.1109/tevc.2026.3651698","DOIUrl":"https://doi.org/10.1109/tevc.2026.3651698","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"57 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect 物理信息神经网络的进化优化：通过鲍德温效应推进通用性
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-01-05 DOI: 10.1109/tevc.2026.3650792
Jian Cheng Wong, Chin Chun Ooi, Abhishek Gupta, Pao-Hsiung Chiu, Joshua Shao Zheng Low, My Ha Dao, Yew-Soon Ong
{"title":"Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect","authors":"Jian Cheng Wong, Chin Chun Ooi, Abhishek Gupta, Pao-Hsiung Chiu, Joshua Shao Zheng Low, My Ha Dao, Yew-Soon Ong","doi":"10.1109/tevc.2026.3650792","DOIUrl":"https://doi.org/10.1109/tevc.2026.3650792","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"36 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Population Co-Evolutionary Generative Adversarial Network Architecture Search for Zero-Shot Learning 零概率学习的多种群协同进化生成对抗网络架构搜索
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-01-05 DOI: 10.1109/tevc.2026.3650926
Zhaoming Wang, Yu Xue, Ferrante Neri
{"title":"Multi-Population Co-Evolutionary Generative Adversarial Network Architecture Search for Zero-Shot Learning","authors":"Zhaoming Wang, Yu Xue, Ferrante Neri","doi":"10.1109/tevc.2026.3650926","DOIUrl":"https://doi.org/10.1109/tevc.2026.3650926","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"4 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Tree Genetic Programming With Deep Contextual Bandits for Learning-Assisted Scheduling of Cluster Tools Integrating Stockers 基于深度上下文强盗的多树遗传规划集成库存工具的学习辅助调度
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-01-02 DOI: 10.1109/tevc.2025.3650587
LiangChao Chen, YiMing Lai, Yan Qiao, NaiQi Wu, Xin Luo
{"title":"Multi-Tree Genetic Programming With Deep Contextual Bandits for Learning-Assisted Scheduling of Cluster Tools Integrating Stockers","authors":"LiangChao Chen, YiMing Lai, Yan Qiao, NaiQi Wu, Xin Luo","doi":"10.1109/tevc.2025.3650587","DOIUrl":"https://doi.org/10.1109/tevc.2025.3650587","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"35 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2026-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145894689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Objective Kernel Ridge Regression-Assisted Subproblem Co-Optimization for Expensive Multi-Objective Binary Optimization 多目标核岭回归辅助子问题协同优化的昂贵多目标二值优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-26 DOI: 10.1109/tevc.2025.3648712
Genghui Li, Yicheng Li, Qiuzhen Lin, Lijia Ma, Weifeng Gao, Zhenkun Wang, Qingfu Zhang, Laizhong Cui
{"title":"Multi-Objective Kernel Ridge Regression-Assisted Subproblem Co-Optimization for Expensive Multi-Objective Binary Optimization","authors":"Genghui Li, Yicheng Li, Qiuzhen Lin, Lijia Ma, Weifeng Gao, Zhenkun Wang, Qingfu Zhang, Laizhong Cui","doi":"10.1109/tevc.2025.3648712","DOIUrl":"https://doi.org/10.1109/tevc.2025.3648712","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"76 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145845115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EvoREP: Evolving Reliable Ensemble of Proxies for Zero-Shot Neural Architecture Search EvoREP：零射击神经结构搜索的演化可靠代理集合
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-22 DOI: 10.1109/tevc.2025.3646736
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
{"title":"EvoREP: Evolving Reliable Ensemble of Proxies for Zero-Shot Neural Architecture Search","authors":"Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen","doi":"10.1109/tevc.2025.3646736","DOIUrl":"https://doi.org/10.1109/tevc.2025.3646736","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"95 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145807375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Weak Pareto Boundary: A Critical Challenge for Evolutionary Multi-Objective Optimization 弱Pareto边界：进化多目标优化的一个关键挑战
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-22 DOI: 10.1109/tevc.2025.3646963
Ruihao Zheng, Jingda Deng, Zhenkun Wang
{"title":"Weak Pareto Boundary: A Critical Challenge for Evolutionary Multi-Objective Optimization","authors":"Ruihao Zheng, Jingda Deng, Zhenkun Wang","doi":"10.1109/tevc.2025.3646963","DOIUrl":"https://doi.org/10.1109/tevc.2025.3646963","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"2 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145807374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Universal Framework for Automatically Generating Single-and Multi-Objective Evolutionary Algorithms 自动生成单目标和多目标进化算法的通用框架
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-17 DOI: 10.1109/tevc.2025.3645645
Ye Tian, Xuhong Qi, Shangshang Yang, Cheng He, Kay Chen Tan, Yaochu Jin, Xingyi Zhang
{"title":"A Universal Framework for Automatically Generating Single-and Multi-Objective Evolutionary Algorithms","authors":"Ye Tian, Xuhong Qi, Shangshang Yang, Cheng He, Kay Chen Tan, Yaochu Jin, Xingyi Zhang","doi":"10.1109/tevc.2025.3645645","DOIUrl":"https://doi.org/10.1109/tevc.2025.3645645","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"6 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145770777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multispace Dimensionality Reduction Based on Extreme Learning Machine-Assisted Autoencoder for High-Dimensional Expensive Optimization 基于极限学习机器辅助自编码器的多空间降维高维昂贵优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-17 DOI: 10.1109/tevc.2025.3645088
Zhangqian Wu, Wei Song, Hongbin Yu, Yinan Guo, Min Jiang, Shengxiang Yang
{"title":"Multispace Dimensionality Reduction Based on Extreme Learning Machine-Assisted Autoencoder for High-Dimensional Expensive Optimization","authors":"Zhangqian Wu, Wei Song, Hongbin Yu, Yinan Guo, Min Jiang, Shengxiang Yang","doi":"10.1109/tevc.2025.3645088","DOIUrl":"https://doi.org/10.1109/tevc.2025.3645088","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"7 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145770776","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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