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IEEE Transactions on Evolutionary Computation最新文献

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Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression 遗传编程中的主动学习：指导符号回归的高效数据收集
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-30 DOI: 10.1109/tevc.2024.3471341
Nathan Haut, Wolfgang Banzhaf, Bill Punch
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引用次数: 0
A Newton Method for Hausdorff Approximations of the Pareto Front Within Multi-objective Evolutionary Algorithms 多目标进化算法中的帕累托前沿豪斯多夫近似牛顿法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-27 DOI: 10.1109/tevc.2024.3469373
Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André Deutz, Oziel Cortés-Piña, Oliver Schütze
{"title":"A Newton Method for Hausdorff Approximations of the Pareto Front Within Multi-objective Evolutionary Algorithms","authors":"Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André Deutz, Oziel Cortés-Piña, Oliver Schütze","doi":"10.1109/tevc.2024.3469373","DOIUrl":"https://doi.org/10.1109/tevc.2024.3469373","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142328705","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
An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization 在多目标进化双层优化中检测不可行解决方案的高效数据驱动框架
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-27 DOI: 10.1109/tevc.2024.3469156
Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes
{"title":"An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization","authors":"Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes","doi":"10.1109/tevc.2024.3469156","DOIUrl":"https://doi.org/10.1109/tevc.2024.3469156","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142328703","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
Multiobjective Many-Tasking Evolutionary Optimization using Diversified Gaussian-Based Knowledge Transfer 利用基于多样化高斯的知识转移进行多目标多任务进化优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-24 DOI: 10.1109/tevc.2024.3467048
Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan
{"title":"Multiobjective Many-Tasking Evolutionary Optimization using Diversified Gaussian-Based Knowledge Transfer","authors":"Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan","doi":"10.1109/tevc.2024.3467048","DOIUrl":"https://doi.org/10.1109/tevc.2024.3467048","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142317366","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-Source Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization 基于图注意网络的多源知识融合促进多任务优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-23 DOI: 10.1109/tevc.2024.3465542
Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
{"title":"Multi-Source Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization","authors":"Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang","doi":"10.1109/tevc.2024.3465542","DOIUrl":"https://doi.org/10.1109/tevc.2024.3465542","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142313654","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
Automated Metaheuristic Algorithm Design With Autoregressive Learning 利用自回归学习自动元算法设计
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-20 DOI: 10.1109/tevc.2024.3464677
Qi Zhao, Tengfei Liu, Bai Yan, Qiqi Duan, Jian Yang, Yuhui Shi
{"title":"Automated Metaheuristic Algorithm Design With Autoregressive Learning","authors":"Qi Zhao, Tengfei Liu, Bai Yan, Qiqi Duan, Jian Yang, Yuhui Shi","doi":"10.1109/tevc.2024.3464677","DOIUrl":"https://doi.org/10.1109/tevc.2024.3464677","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142275361","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
Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search 基于比较的搜索中的显式平均法和新符号平均法的理论分析
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-20 DOI: 10.1109/tevc.2024.3465392
Daiki Morinaga, Youhei Akimoto
{"title":"Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search","authors":"Daiki Morinaga, Youhei Akimoto","doi":"10.1109/tevc.2024.3465392","DOIUrl":"https://doi.org/10.1109/tevc.2024.3465392","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142275358","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
Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms 利用经验达成函数分析单目标黑箱优化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-17 DOI: 10.1109/tevc.2024.3462758
Manuel López-Ibáñez, Diederick Vermetten, Johann Dreo, Carola Doerr
{"title":"Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms","authors":"Manuel López-Ibáñez, Diederick Vermetten, Johann Dreo, Carola Doerr","doi":"10.1109/tevc.2024.3462758","DOIUrl":"https://doi.org/10.1109/tevc.2024.3462758","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142236384","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 Simple yet Effective Greedy Evolutionary Strategy for RNA Design 简单有效的 RNA 设计贪婪进化策略
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-16 DOI: 10.1109/tevc.2024.3461509
Nuria Lozano-García, Álvaro Rubio-Largo, José Maria Granado-Criado
{"title":"A Simple yet Effective Greedy Evolutionary Strategy for RNA Design","authors":"Nuria Lozano-García, Álvaro Rubio-Largo, José Maria Granado-Criado","doi":"10.1109/tevc.2024.3461509","DOIUrl":"https://doi.org/10.1109/tevc.2024.3461509","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142236426","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 Diversity-Enhanced Tri-Stage Framework for Constrained Multi-objective Optimization 约束多目标优化的多样性增强三阶段框架
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-09-13 DOI: 10.1109/tevc.2024.3458079
Yubo Wang, Chengyu Hu, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao
{"title":"A Diversity-Enhanced Tri-Stage Framework for Constrained Multi-objective Optimization","authors":"Yubo Wang, Chengyu Hu, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao","doi":"10.1109/tevc.2024.3458079","DOIUrl":"https://doi.org/10.1109/tevc.2024.3458079","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142231613","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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