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IEEE Transactions on Evolutionary Computation最新文献

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Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) 非优势排序遗传算法 II (NSGA-II) 的近似保证
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-20 DOI: 10.1109/tevc.2024.3402996
Weijie Zheng, Benjamin Doerr
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引用次数: 0
Self-Adaptation of Multi-Recombinant Evolution Strategies on the Highly Multimodal Rastrigin Function 高度多模式 Rastrigin 功能的多重组进化策略自适应
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-14 DOI: 10.1109/tevc.2024.3400857
Amir Omeradzic, Hans-Georg Beyer
{"title":"Self-Adaptation of Multi-Recombinant Evolution Strategies on the Highly Multimodal Rastrigin Function","authors":"Amir Omeradzic, Hans-Georg Beyer","doi":"10.1109/tevc.2024.3400857","DOIUrl":"https://doi.org/10.1109/tevc.2024.3400857","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"156 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942622","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 Multi-Stage Expensive Constrained Multi-Objective Optimization Algorithm Based on Ensemble Infill Criterion 基于集合填充准则的多阶段昂贵约束多目标优化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-14 DOI: 10.1109/tevc.2024.3400832
Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang, Tianyou Chai
{"title":"A Multi-Stage Expensive Constrained Multi-Objective Optimization Algorithm Based on Ensemble Infill Criterion","authors":"Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang, Tianyou Chai","doi":"10.1109/tevc.2024.3400832","DOIUrl":"https://doi.org/10.1109/tevc.2024.3400832","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"85 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942906","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
Indexes-Based and Partial Restart-Based Constrained Multiobjective Optimization 基于索引和部分重启的受限多目标优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-14 DOI: 10.1109/tevc.2024.3400610
Zhen Yang, Tangxu Yao, Yunliang Jiang, Jun Zhang, Xiongtao Zhang
{"title":"Indexes-Based and Partial Restart-Based Constrained Multiobjective Optimization","authors":"Zhen Yang, Tangxu Yao, Yunliang Jiang, Jun Zhang, Xiongtao Zhang","doi":"10.1109/tevc.2024.3400610","DOIUrl":"https://doi.org/10.1109/tevc.2024.3400610","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"29 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942662","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
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree 利用空间分区树进行高效的贪婪递减超体积子集选择
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-14 DOI: 10.1109/tevc.2024.3400801
Jingda Deng, Jianyong Sun, Qingfu Zhang, Hui Li
{"title":"Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree","authors":"Jingda Deng, Jianyong Sun, Qingfu Zhang, Hui Li","doi":"10.1109/tevc.2024.3400801","DOIUrl":"https://doi.org/10.1109/tevc.2024.3400801","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"43 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942674","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
Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables 基于神经网络的百万变量大规模二元优化降维技术
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-13 DOI: 10.1109/tevc.2024.3400398
Ye Tian, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang
{"title":"Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables","authors":"Ye Tian, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang","doi":"10.1109/tevc.2024.3400398","DOIUrl":"https://doi.org/10.1109/tevc.2024.3400398","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"27 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140919756","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 Learning-Assisted Bi-Population Evolutionary Algorithm for Distributed Flexible Job-Shop Scheduling With Maintenance Decisions 带维护决策的分布式灵活作业车间调度的学习辅助双群体进化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-13 DOI: 10.1109/tevc.2024.3400043
Qi Yan, Hongfeng Wang, Shengxiang Yang
{"title":"A Learning-Assisted Bi-Population Evolutionary Algorithm for Distributed Flexible Job-Shop Scheduling With Maintenance Decisions","authors":"Qi Yan, Hongfeng Wang, Shengxiang Yang","doi":"10.1109/tevc.2024.3400043","DOIUrl":"https://doi.org/10.1109/tevc.2024.3400043","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"52 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140919632","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
Exploratory Landscape Analysis for Mixed-Variable Problems 混合变量问题的探索性景观分析
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-10 DOI: 10.1109/tevc.2024.3399560
Raphael Patrick Prager, Heike Trautmann
{"title":"Exploratory Landscape Analysis for Mixed-Variable Problems","authors":"Raphael Patrick Prager, Heike Trautmann","doi":"10.1109/tevc.2024.3399560","DOIUrl":"https://doi.org/10.1109/tevc.2024.3399560","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"17 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140907199","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
MQL-MM: A Meta-Q-Learning-Based Multi-Objective Metaheuristic for Energy-Efficient Distributed Fuzzy Hybrid Blocking Flow-Shop Scheduling Problem MQL-MM：基于元 Q 学习的高能效分布式模糊混合阻塞流车间调度问题多目标元启发式
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-10 DOI: 10.1109/tevc.2024.3399314
Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi
{"title":"MQL-MM: A Meta-Q-Learning-Based Multi-Objective Metaheuristic for Energy-Efficient Distributed Fuzzy Hybrid Blocking Flow-Shop Scheduling Problem","authors":"Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi","doi":"10.1109/tevc.2024.3399314","DOIUrl":"https://doi.org/10.1109/tevc.2024.3399314","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"15 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140907330","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
Many-Task Differential Evolutionary Algorithm Based on Bi-Space Similarity 基于双空间相似性的多任务差分进化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2024-05-08 DOI: 10.1109/tevc.2024.3398436
Ying Hou, Yanjie Shen, Honggui Han, Jingjing Wang
{"title":"Many-Task Differential Evolutionary Algorithm Based on Bi-Space Similarity","authors":"Ying Hou, Yanjie Shen, Honggui Han, Jingjing Wang","doi":"10.1109/tevc.2024.3398436","DOIUrl":"https://doi.org/10.1109/tevc.2024.3398436","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"63 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140895447","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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