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IEEE Transactions on Evolutionary Computation最新文献

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A Universal Framework for Automatically Generating Single-and Multi-Objective Evolutionary Algorithms 自动生成单目标和多目标进化算法的通用框架
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-17 DOI: 10.1109/tevc.2025.3645645
Ye Tian, Xuhong Qi, Shangshang Yang, Cheng He, Kay Chen Tan, Yaochu Jin, Xingyi Zhang
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引用次数: 0
Multispace Dimensionality Reduction Based on Extreme Learning Machine-Assisted Autoencoder for High-Dimensional Expensive Optimization 基于极限学习机器辅助自编码器的多空间降维高维昂贵优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-17 DOI: 10.1109/tevc.2025.3645088
Zhangqian Wu, Wei Song, Hongbin Yu, Yinan Guo, Min Jiang, Shengxiang Yang
{"title":"Multispace Dimensionality Reduction Based on Extreme Learning Machine-Assisted Autoencoder for High-Dimensional Expensive Optimization","authors":"Zhangqian Wu, Wei Song, Hongbin Yu, Yinan Guo, Min Jiang, Shengxiang Yang","doi":"10.1109/tevc.2025.3645088","DOIUrl":"https://doi.org/10.1109/tevc.2025.3645088","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"7 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145770776","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-Task Surrogate-Assisted Search With Bayesian Competitive Knowledge Transfer for Expensive Optimization 基于贝叶斯竞争知识转移的多任务代理辅助搜索昂贵优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-15 DOI: 10.1109/tevc.2025.3644480
Yi Lu, Kai Zhang, Xiaoming Xue, Liming Zhang, Guodong Chen, Chenming Cao, Piyang Liu, Kay Chen Tan
{"title":"Multi-Task Surrogate-Assisted Search With Bayesian Competitive Knowledge Transfer for Expensive Optimization","authors":"Yi Lu, Kai Zhang, Xiaoming Xue, Liming Zhang, Guodong Chen, Chenming Cao, Piyang Liu, Kay Chen Tan","doi":"10.1109/tevc.2025.3644480","DOIUrl":"https://doi.org/10.1109/tevc.2025.3644480","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"46 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145759508","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
Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multi-Objective Optimization 动态约束多目标优化环境知识驱动的协同学习迁移策略
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-11 DOI: 10.1109/tevc.2025.3643205
Zhi Liu, Wei Song, Carlos A. Coello Coello, Yaochu Jin, Shengxiang Yang, Shitong Wang
{"title":"Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multi-Objective Optimization","authors":"Zhi Liu, Wei Song, Carlos A. Coello Coello, Yaochu Jin, Shengxiang Yang, Shitong Wang","doi":"10.1109/tevc.2025.3643205","DOIUrl":"https://doi.org/10.1109/tevc.2025.3643205","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"7 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145728831","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
POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification 基于知识学习的基于概率遗传规划的少镜头图像分类
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-11 DOI: 10.1109/tevc.2025.3642991
Xiaowen Huang, Yang Zhang, Zilu Wang, Le Yang, Hongsong Wang, Leimin Wang
{"title":"POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification","authors":"Xiaowen Huang, Yang Zhang, Zilu Wang, Le Yang, Hongsong Wang, Leimin Wang","doi":"10.1109/tevc.2025.3642991","DOIUrl":"https://doi.org/10.1109/tevc.2025.3642991","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"9 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145728825","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 Adaptive Auxiliary Phase Switching Multi-Task Collaborative Constrained Multi-Objective Optimization Algorithm 一种自适应辅助相位切换多任务协同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 : 2025-12-09 DOI: 10.1109/tevc.2025.3641930
Yuying Wang, Ping Zhou, Tianyou Chai
{"title":"An Adaptive Auxiliary Phase Switching Multi-Task Collaborative Constrained Multi-Objective Optimization Algorithm","authors":"Yuying Wang, Ping Zhou, Tianyou Chai","doi":"10.1109/tevc.2025.3641930","DOIUrl":"https://doi.org/10.1109/tevc.2025.3641930","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"146 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145718348","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
Fuzzy Logic-Based Multifactorial Optimization for Evolutionary Multitasking 基于模糊逻辑的多因素进化多任务优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-09 DOI: 10.1109/tevc.2025.3641950
Wu Lin, Songbai Liu, Qiuzhen Lin, Liang Feng, Kay Chen Tan
{"title":"Fuzzy Logic-Based Multifactorial Optimization for Evolutionary Multitasking","authors":"Wu Lin, Songbai Liu, Qiuzhen Lin, Liang Feng, Kay Chen Tan","doi":"10.1109/tevc.2025.3641950","DOIUrl":"https://doi.org/10.1109/tevc.2025.3641950","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"6 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145717956","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-Criteria Game-Driven Constrained Multi-Objective Evolutionary Algorithm 多准则博弈驱动约束多目标进化算法
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-08 DOI: 10.1109/tevc.2025.3641368
Heming Jia, Yongchao Li, Hongguang Li
{"title":"A Multi-Criteria Game-Driven Constrained Multi-Objective Evolutionary Algorithm","authors":"Heming Jia, Yongchao Li, Hongguang Li","doi":"10.1109/tevc.2025.3641368","DOIUrl":"https://doi.org/10.1109/tevc.2025.3641368","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"2 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145704000","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 Clustering Individual Changes-driven Transfer Learning and Interpolation Strategy for Dynamic Multiobjective Optimization 动态多目标优化的聚类个体变化驱动迁移学习与插值策略
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-05 DOI: 10.1109/tevc.2025.3640711
Shijie Zhao, Tianran Zhang, Xin Yu, Jiahao He
{"title":"A Clustering Individual Changes-driven Transfer Learning and Interpolation Strategy for Dynamic Multiobjective Optimization","authors":"Shijie Zhao, Tianran Zhang, Xin Yu, Jiahao He","doi":"10.1109/tevc.2025.3640711","DOIUrl":"https://doi.org/10.1109/tevc.2025.3640711","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"8 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145680386","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
Binary-to-Decimal Encoding-Based Performance Predictor for Evolutionary Graph Fusion Architecture Search and Applications to Medical Data 基于二进制到十进制编码的演化图融合架构搜索性能预测器及其在医疗数据中的应用
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2025-12-03 DOI: 10.1109/tevc.2025.3639127
Aohan Mei, Nan Li, Lianbo Ma, Kaizhou Gao, Min Huang, Bing Xue, Yaochu Jin
{"title":"Binary-to-Decimal Encoding-Based Performance Predictor for Evolutionary Graph Fusion Architecture Search and Applications to Medical Data","authors":"Aohan Mei, Nan Li, Lianbo Ma, Kaizhou Gao, Min Huang, Bing Xue, Yaochu Jin","doi":"10.1109/tevc.2025.3639127","DOIUrl":"https://doi.org/10.1109/tevc.2025.3639127","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"55 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145664567","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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