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IEEE Transactions on Evolutionary Computation最新文献

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Requirement-Driven Adaptive Differential Evolution for Many-Task Optimization 需求驱动的多任务优化自适应差分进化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-19 DOI: 10.1109/tevc.2025.3634724
Zhi-Fan Tang, Zhi-Hui Zhan, Yun Li, Jun Zhang
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引用次数: 0
Evolving Generalizable Parallel Algorithm Portfolios for Binary Optimization Problems via Domain-Agnostic Instance Generation 基于领域不可知实例生成的二元优化问题演化可推广并行算法组合
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-19 DOI: 10.1109/tevc.2025.3635185
Zhiyuan Wang, Shengcai Liu, Peng Yang, Ke Tang
{"title":"Evolving Generalizable Parallel Algorithm Portfolios for Binary Optimization Problems via Domain-Agnostic Instance Generation","authors":"Zhiyuan Wang, Shengcai Liu, Peng Yang, Ke Tang","doi":"10.1109/tevc.2025.3635185","DOIUrl":"https://doi.org/10.1109/tevc.2025.3635185","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"15 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145553454","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
LAS-GP: Harnessing Large Semantic Libraries for Evolutionary Feature Construction in Symbolic Regression 利用大型语义库构建符号回归中的进化特征
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-14 DOI: 10.1109/tevc.2025.3632839
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
{"title":"LAS-GP: Harnessing Large Semantic Libraries for Evolutionary Feature Construction in Symbolic Regression","authors":"Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang","doi":"10.1109/tevc.2025.3632839","DOIUrl":"https://doi.org/10.1109/tevc.2025.3632839","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"153 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145515613","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
Vector Quantized-Elites: Unsupervised and Problem-Agnostic Quality-Diversity Optimization 矢量量化精英：无监督和问题不可知的质量多样性优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-12 DOI: 10.1109/tevc.2025.3631786
Constantinos Tsakonas, Konstantinos Chatzilygeroudis
{"title":"Vector Quantized-Elites: Unsupervised and Problem-Agnostic Quality-Diversity Optimization","authors":"Constantinos Tsakonas, Konstantinos Chatzilygeroudis","doi":"10.1109/tevc.2025.3631786","DOIUrl":"https://doi.org/10.1109/tevc.2025.3631786","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"27 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145498385","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
Estimation of Hitting Time by Hitting Probability for Elitist Evolutionary Algorithms 基于命中概率的精英进化算法命中时间估计
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-12 DOI: 10.1109/tevc.2025.3632072
Jun He, Siang Yew Chong, Xin Yao
{"title":"Estimation of Hitting Time by Hitting Probability for Elitist Evolutionary Algorithms","authors":"Jun He, Siang Yew Chong, Xin Yao","doi":"10.1109/tevc.2025.3632072","DOIUrl":"https://doi.org/10.1109/tevc.2025.3632072","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"144 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145498391","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
Parametric Pareto Set Learning: Amortizing Multi-Objective Optimization With Parameters 参数Pareto集学习：带参数的平摊多目标优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-10 DOI: 10.1109/tevc.2025.3630787
Ji Cheng, Xi Lin, Bo Xue, Qingfu Zhang
{"title":"Parametric Pareto Set Learning: Amortizing Multi-Objective Optimization With Parameters","authors":"Ji Cheng, Xi Lin, Bo Xue, Qingfu Zhang","doi":"10.1109/tevc.2025.3630787","DOIUrl":"https://doi.org/10.1109/tevc.2025.3630787","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"18 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145484979","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
Learn to Optimize Large-Scale Uncapacitated Facility Location Problems With an Adaptive Problem Reduction Strategy 学习用自适应问题缩减策略优化大规模无容量设施选址问题
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-06 DOI: 10.1109/tevc.2025.3630048
Hao Tong, Shuaixiang Zhang, Jialin Liu, Bo Yuan, Ke Tang, Xin Yao
{"title":"Learn to Optimize Large-Scale Uncapacitated Facility Location Problems With an Adaptive Problem Reduction Strategy","authors":"Hao Tong, Shuaixiang Zhang, Jialin Liu, Bo Yuan, Ke Tang, Xin Yao","doi":"10.1109/tevc.2025.3630048","DOIUrl":"https://doi.org/10.1109/tevc.2025.3630048","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"12 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145454643","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
Expensive Constrained Optimization via Adaptive Switching Between Surrogate-Assisted Constrained and Unconstrained Search 基于代理辅助约束搜索与无约束搜索自适应切换的昂贵约束优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-06 DOI: 10.1109/tevc.2025.3629639
Yuanchao Liu, Jianchang Liu, Lixin Tang
{"title":"Expensive Constrained Optimization via Adaptive Switching Between Surrogate-Assisted Constrained and Unconstrained Search","authors":"Yuanchao Liu, Jianchang Liu, Lixin Tang","doi":"10.1109/tevc.2025.3629639","DOIUrl":"https://doi.org/10.1109/tevc.2025.3629639","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"1 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145455279","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
Optimizing Enzyme-Constrained Metabolic Models by an Indicator Guided Bi-Surrogate Adaptive Multimodal Multiobjective Optimization Algorithm 指标导向双代理自适应多模态多目标优化算法优化酶约束代谢模型
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-06 DOI: 10.1109/tevc.2025.3629844
Le Wang, Xingcun Fan, Xuefeng Yan
{"title":"Optimizing Enzyme-Constrained Metabolic Models by an Indicator Guided Bi-Surrogate Adaptive Multimodal Multiobjective Optimization Algorithm","authors":"Le Wang, Xingcun Fan, Xuefeng Yan","doi":"10.1109/tevc.2025.3629844","DOIUrl":"https://doi.org/10.1109/tevc.2025.3629844","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"1 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145455278","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 Contribution and Problem Heuristic Information Ensemble-Based Resource Allocation for Cooperative Coevolution 基于问题启发式信息集成的协同进化资源分配
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-11-05 DOI: 10.1109/tevc.2025.3629151
Dong Liu, Ming-Yuan Lu, Qiang Yang, Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Tao Li, Yuan-Yuan Ma, Jun Zhang
{"title":"Evolutionary Contribution and Problem Heuristic Information Ensemble-Based Resource Allocation for Cooperative Coevolution","authors":"Dong Liu, Ming-Yuan Lu, Qiang Yang, Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Tao Li, Yuan-Yuan Ma, Jun Zhang","doi":"10.1109/tevc.2025.3629151","DOIUrl":"https://doi.org/10.1109/tevc.2025.3629151","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"4 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145447362","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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