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IEEE Transactions on Evolutionary Computation最新文献

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Enhancing Generalization in Evolutionary Feature Construction for Symbolic Regression Through Vicinal Jensen Gap Minimization 通过邻域Jensen间隙最小化增强符号回归进化特征构建的泛化
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-06-20 DOI: 10.1109/tevc.2025.3581739
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
{"title":"Enhancing Generalization in Evolutionary Feature Construction for Symbolic Regression Through Vicinal Jensen Gap Minimization","authors":"Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang","doi":"10.1109/tevc.2025.3581739","DOIUrl":"https://doi.org/10.1109/tevc.2025.3581739","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"2 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144335094","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
Data-Driven and Decomposition-Based Multiobjective Multitask Optimization for Automotive Shape Design Problem 基于数据驱动和分解的汽车形状设计多目标多任务优化
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-06-17 DOI: 10.1109/tevc.2025.3580454
Xianpeng Wang, Hangyu Lou, Lixin Tang, Qingfu Zhang
{"title":"Data-Driven and Decomposition-Based Multiobjective Multitask Optimization for Automotive Shape Design Problem","authors":"Xianpeng Wang, Hangyu Lou, Lixin Tang, Qingfu Zhang","doi":"10.1109/tevc.2025.3580454","DOIUrl":"https://doi.org/10.1109/tevc.2025.3580454","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"606 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144311394","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
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy 一种学习对称交通信号控制策略的遗传规划方法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-06-11 DOI: 10.1109/tevc.2025.3578575
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
{"title":"GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy","authors":"Xiao-Cheng Liao, Yi Mei, Mengjie Zhang","doi":"10.1109/tevc.2025.3578575","DOIUrl":"https://doi.org/10.1109/tevc.2025.3578575","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"4 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144268612","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 Hypergraph Learning: A Multi-Objective Influence Maximization Approach Considering Seed Selection Costs 进化超图学习：考虑种子选择成本的多目标影响最大化方法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-06-09 DOI: 10.1109/tevc.2025.3577643
Xilong Qu, Wenbin Pei, Qianshi Wang, Yingchao Yang, Bing Xue, Mengjie Zhang, Qiang Zhang
{"title":"Evolutionary Hypergraph Learning: A Multi-Objective Influence Maximization Approach Considering Seed Selection Costs","authors":"Xilong Qu, Wenbin Pei, Qianshi Wang, Yingchao Yang, Bing Xue, Mengjie Zhang, Qiang Zhang","doi":"10.1109/tevc.2025.3577643","DOIUrl":"https://doi.org/10.1109/tevc.2025.3577643","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"8 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252139","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 Two-stage Cooperative Discrete Differential Evolution With Q-Learning for Multi-Objective Energy-Efficient Distributed Blocking Flow-Shop Scheduling 多目标高效分布式阻塞流车间调度的两阶段协同离散差分演化与q -学习
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-06-05 DOI: 10.1109/tevc.2025.3574572
Yong Wang, Haojie Jin, Gai-Ge Wang
{"title":"A Two-stage Cooperative Discrete Differential Evolution With Q-Learning for Multi-Objective Energy-Efficient Distributed Blocking Flow-Shop Scheduling","authors":"Yong Wang, Haojie Jin, Gai-Ge Wang","doi":"10.1109/tevc.2025.3574572","DOIUrl":"https://doi.org/10.1109/tevc.2025.3574572","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"248 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144228574","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 Surrogate-Assisted High-Dimensional Mixed-Variable Evolutionary Framework and Its Application to Vehicle Lightweighting Design 代理辅助的高维混合变量演化框架及其在汽车轻量化设计中的应用
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-05-27 DOI: 10.1109/tevc.2025.3573768
Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang
{"title":"A Surrogate-Assisted High-Dimensional Mixed-Variable Evolutionary Framework and Its Application to Vehicle Lightweighting Design","authors":"Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang","doi":"10.1109/tevc.2025.3573768","DOIUrl":"https://doi.org/10.1109/tevc.2025.3573768","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"19 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144153691","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
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem 具有多目标引子问题的NSGA-II的难点
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-05-26 DOI: 10.1109/tevc.2025.3573784
Benjamin Doerr, Dimitri Korkotashvili, Martin S. Krejca
{"title":"Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem","authors":"Benjamin Doerr, Dimitri Korkotashvili, Martin S. Krejca","doi":"10.1109/tevc.2025.3573784","DOIUrl":"https://doi.org/10.1109/tevc.2025.3573784","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"49 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144145509","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
Cross-Task Collaborative Optimization Based on Knowledge Transfer for Soft Robot Design 基于知识转移的软机器人设计跨任务协同优化
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-05-26 DOI: 10.1109/tevc.2025.3573828
Jiliang Zhao, Wei Peng, Handing Wang, Weien Zhou, Yang Yang, Wen Yao
{"title":"Cross-Task Collaborative Optimization Based on Knowledge Transfer for Soft Robot Design","authors":"Jiliang Zhao, Wei Peng, Handing Wang, Weien Zhou, Yang Yang, Wen Yao","doi":"10.1109/tevc.2025.3573828","DOIUrl":"https://doi.org/10.1109/tevc.2025.3573828","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"27 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144145508","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
Two-Stage Clustering and Independent Competing Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization 基于两阶段聚类和独立竞争的多模态多目标优化进化算法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-05-22 DOI: 10.1109/tevc.2025.3572757
Keyu Zhong, Fen Xiao, Xieping Gao
{"title":"Two-Stage Clustering and Independent Competing Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization","authors":"Keyu Zhong, Fen Xiao, Xieping Gao","doi":"10.1109/tevc.2025.3572757","DOIUrl":"https://doi.org/10.1109/tevc.2025.3572757","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"31 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144123131","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 Large-scale Expensive Optimization Algorithm with a Multi-view Synthetic Sampling 基于多视图合成采样的大规模昂贵优化算法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-05-20 DOI: 10.1109/tevc.2025.3571929
Kaili Zhao, Xilu Wang, Chaoli Sun, Yaochu Jin
{"title":"A Large-scale Expensive Optimization Algorithm with a Multi-view Synthetic Sampling","authors":"Kaili Zhao, Xilu Wang, Chaoli Sun, Yaochu Jin","doi":"10.1109/tevc.2025.3571929","DOIUrl":"https://doi.org/10.1109/tevc.2025.3571929","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"94 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144104692","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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