IEEE Transactions on Evolutionary Computation最新文献

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Speeding up Local Search for the Indicator-Based Subset Selection Problem by a Candidate List Strategy 用候选列表策略加速基于指标的子集选择问题的局部搜索
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-02-05 DOI: 10.1109/tevc.2025.3538902
Keisuke Korogi, Ryoji Tanabe
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引用次数: 0
How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-02-04 DOI: 10.1109/tevc.2025.3538547
Hao Tong, Miqing Li, Jialin Liu, Xin Yao
{"title":"How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?","authors":"Hao Tong, Miqing Li, Jialin Liu, Xin Yao","doi":"10.1109/tevc.2025.3538547","DOIUrl":"https://doi.org/10.1109/tevc.2025.3538547","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"19 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143125310","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
MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization
IF 11.7 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-02-04 DOI: 10.1109/TEVC.2025.3538611
Lei Chen;Yiu-Ming Cheung;Hai-Lin Liu;Yutao Lai
{"title":"MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization","authors":"Lei Chen;Yiu-Ming Cheung;Hai-Lin Liu;Yutao Lai","doi":"10.1109/TEVC.2025.3538611","DOIUrl":"10.1109/TEVC.2025.3538611","url":null,"abstract":"Evolutionary algorithms (EAs) for optimization have received wide attention due to their robustness and practicality. However, the traditional way of asynchronously handling bilevel optimization problems (BLOPs) ignores the benefits brought by effective upper- and lower-level collaboration. To address this issue, this article proposes a collaborative multiobjective transformation (MOT)-based EA (MOTEA-II). In MOTEA-II, the BLOP is handled within a decomposition-based multiobjective optimization paradigm using a two-stage collaborative MOT strategy. The stage-1 MOT focuses on multiple lower-level optimizations and collaboration, while stage-2 collaborates the upper-level optimization with lower-level optimization, which makes simultaneously horizontal and vertical optimization information sharing in bilevel optimization possible. In addition, a dynamic decomposition strategy is further proposed to reconstruct the hierarchy relationship in collaborative multiobjective optimization, facilitating the adaptive and flexible importance control of the upper-level objective optimization and lower-level optimality satisfaction for better-bilevel search efficiency. Empirical studies are conducted on two groups of commonly used BLOP benchmark suites and four practical applications. Experimental results show that the proposed collaborative MOTEA-II can achieve performance comparable to that of the previous MOTEA and three other representative EA-based bilevel optimization approaches, but using much fewer computational resources.","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"29 2","pages":"474-489"},"PeriodicalIF":11.7,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10870353","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143125358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dealing With Structure Constraints in Evolutionary Pareto Set Learning
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-02-03 DOI: 10.1109/tevc.2025.3537986
Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Qingfu Zhang
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引用次数: 0
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-01-30 DOI: 10.1109/tevc.2025.3530096
Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera
{"title":"Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects","authors":"Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera","doi":"10.1109/tevc.2025.3530096","DOIUrl":"https://doi.org/10.1109/tevc.2025.3530096","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"121 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143071957","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
IEEE Computational Intelligence Society Information
IF 11.7 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-01-30 DOI: 10.1109/TEVC.2025.3529241
{"title":"IEEE Computational Intelligence Society Information","authors":"","doi":"10.1109/TEVC.2025.3529241","DOIUrl":"10.1109/TEVC.2025.3529241","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"29 1","pages":"C3-C3"},"PeriodicalIF":11.7,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10858460","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143071959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Transactions on Evolutionary Computation Publication Information
IF 11.7 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-01-30 DOI: 10.1109/TEVC.2025.3527657
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引用次数: 0
IEEE Transactions on Evolutionary Computation Information for Authors
IF 11.7 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-01-30 DOI: 10.1109/TEVC.2025.3529239
{"title":"IEEE Transactions on Evolutionary Computation Information for Authors","authors":"","doi":"10.1109/TEVC.2025.3529239","DOIUrl":"10.1109/TEVC.2025.3529239","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"29 1","pages":"C4-C4"},"PeriodicalIF":11.7,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10858346","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143071958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Deep Reinforcement Learning-Assisted Multimodal Multi-Objective Bi-Level Optimization Method for Multi-Robot Task Allocation
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-01-28 DOI: 10.1109/tevc.2025.3535954
Yuanyuan Yu, Qirong Tang, Qingchao Jiang, Qingqing Fan
{"title":"A Deep Reinforcement Learning-Assisted Multimodal Multi-Objective Bi-Level Optimization Method for Multi-Robot Task Allocation","authors":"Yuanyuan Yu, Qirong Tang, Qingchao Jiang, Qingqing Fan","doi":"10.1109/tevc.2025.3535954","DOIUrl":"https://doi.org/10.1109/tevc.2025.3535954","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"29 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055093","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
Particle-Assisted Deep Reinforcement Learning for Quantum State Manipulation
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-01-27 DOI: 10.1109/tevc.2025.3534530
Haixu Yu, Xiang Liu, Bohui Wang, Xudong Zhao
{"title":"Particle-Assisted Deep Reinforcement Learning for Quantum State Manipulation","authors":"Haixu Yu, Xiang Liu, Bohui Wang, Xudong Zhao","doi":"10.1109/tevc.2025.3534530","DOIUrl":"https://doi.org/10.1109/tevc.2025.3534530","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"35 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143050069","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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