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IEEE Transactions on Evolutionary Computation最新文献

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Learning-Assisted Evolutionary Feature Selection via Age-Reinforced Reduction and Expansion for High-Dimensional Classification Problems 基于年龄增强约简和扩展的高维分类问题的学习辅助进化特征选择
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-09-03 DOI: 10.1109/tevc.2026.3730545
Zesheng Zhang, Shoufei Han, Xiaojing Liu, Changhe Li, Kaixiang Yang, Qianlong Dang
{"title":"Learning-Assisted Evolutionary Feature Selection via Age-Reinforced Reduction and Expansion for High-Dimensional Classification Problems","authors":"Zesheng Zhang, Shoufei Han, Xiaojing Liu, Changhe Li, Kaixiang Yang, Qianlong Dang","doi":"10.1109/tevc.2026.3730545","DOIUrl":"https://doi.org/10.1109/tevc.2026.3730545","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"31 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2026-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148902336","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
ExTrEMO-D: Diffusion Transfer for Expensive Multi-Objective Optimization extremmo - d：昂贵多目标优化的扩散传递
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-09-03 DOI: 10.1109/tevc.2026.3730004
Haofeng Wu, Jiao Liu, Yaochu Jin, Yew-Soon Ong
{"title":"ExTrEMO-D: Diffusion Transfer for Expensive Multi-Objective Optimization","authors":"Haofeng Wu, Jiao Liu, Yaochu Jin, Yew-Soon Ong","doi":"10.1109/tevc.2026.3730004","DOIUrl":"https://doi.org/10.1109/tevc.2026.3730004","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"61 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2026-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148902337","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
Enhancing Surrogate Modeling via Uniform Subset Selection and Resampling for Offline Data-Driven Expensive Optimization 基于统一子集选择和重采样的离线数据驱动昂贵优化代理建模
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-09-03 DOI: 10.1109/tevc.2026.3730447
Zhanpeng Wang, Langchun Si, Xingyi Zhang, Jinliang Ding, Yaochu Jin
{"title":"Enhancing Surrogate Modeling via Uniform Subset Selection and Resampling for Offline Data-Driven Expensive Optimization","authors":"Zhanpeng Wang, Langchun Si, Xingyi Zhang, Jinliang Ding, Yaochu Jin","doi":"10.1109/tevc.2026.3730447","DOIUrl":"https://doi.org/10.1109/tevc.2026.3730447","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"3 1","pages":"1-1"},"PeriodicalIF":14.3,"publicationDate":"2026-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148902338","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
Accelerating Two-Stage Stochastic Programming via Parametric Multitask Optimization for Microfactory-Enabled Last-Mile Manufacturing 基于参数多任务优化的微工厂最后一英里制造加速两阶段随机规划
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-31 DOI: 10.1109/tevc.2026.3728783
Jiao Liu, Meng Xu, Hua Yu, Chi Xu, Puay Siew Tan, Yew-Soon Ong
{"title":"Accelerating Two-Stage Stochastic Programming via Parametric Multitask Optimization for Microfactory-Enabled Last-Mile Manufacturing","authors":"Jiao Liu, Meng Xu, Hua Yu, Chi Xu, Puay Siew Tan, Yew-Soon Ong","doi":"10.1109/tevc.2026.3728783","DOIUrl":"https://doi.org/10.1109/tevc.2026.3728783","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"17 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148860950","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 Risk-Aware Dynamic Multi-objective Evolutionary Algorithm for Distributed Flexible Job Shop Scheduling with Machine Deterioration 考虑机器劣化的分布式柔性作业车间调度的风险感知动态多目标进化算法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-28 DOI: 10.1109/tevc.2026.3728443
Hu Peng, RunCheng Wang, Chao Zhou, Hui Wang, Zhijian Wu
{"title":"A Risk-Aware Dynamic Multi-objective Evolutionary Algorithm for Distributed Flexible Job Shop Scheduling with Machine Deterioration","authors":"Hu Peng, RunCheng Wang, Chao Zhou, Hui Wang, Zhijian Wu","doi":"10.1109/tevc.2026.3728443","DOIUrl":"https://doi.org/10.1109/tevc.2026.3728443","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"16 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148852481","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 Decoupled Basis-Vector-Driven Generative Framework for Dynamic Multi-Objective Optimization 一种解耦基向量驱动的动态多目标优化生成框架
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-26 DOI: 10.1109/tevc.2026.3727397
Yaoming Yang, Shuai Wang, Bingdong Li, Peng Yang, Ke Tang
{"title":"A Decoupled Basis-Vector-Driven Generative Framework for Dynamic Multi-Objective Optimization","authors":"Yaoming Yang, Shuai Wang, Bingdong Li, Peng Yang, Ke Tang","doi":"10.1109/tevc.2026.3727397","DOIUrl":"https://doi.org/10.1109/tevc.2026.3727397","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"1 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821218","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 Exploration With Diversity Guarantee Towards Evolutionary Critic Designs 对进化批评设计的有效探索与多样性保证
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-26 DOI: 10.1109/tevc.2026.3727302
Jiangyu Wang, Ding Wang, Derong Liu, Junfei Qiao
{"title":"Efficient Exploration With Diversity Guarantee Towards Evolutionary Critic Designs","authors":"Jiangyu Wang, Ding Wang, Derong Liu, Junfei Qiao","doi":"10.1109/tevc.2026.3727302","DOIUrl":"https://doi.org/10.1109/tevc.2026.3727302","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"33 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821469","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
Adaptive Cascaded Selection via Tensor-Accelerated Unbounded Archive for Multimodal Multi-objective Optimization 基于张量加速无界存档的自适应级联选择多模态多目标优化
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-25 DOI: 10.1109/tevc.2026.3727262
Zhiyang Zhang, Qianlong Dang, Baosheng Li, Tingting Wang
{"title":"Adaptive Cascaded Selection via Tensor-Accelerated Unbounded Archive for Multimodal Multi-objective Optimization","authors":"Zhiyang Zhang, Qianlong Dang, Baosheng Li, Tingting Wang","doi":"10.1109/tevc.2026.3727262","DOIUrl":"https://doi.org/10.1109/tevc.2026.3727262","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"15 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821220","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 Knowledge-enhanced Framework with k -step DQN for No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Time 基于k步DQN的无等待序相关流水车间调度知识增强框架
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-25 DOI: 10.1109/tevc.2026.3727219
Fuqing Zhao, Jiwei Lv, Ling Wang, Hongyan Sang, Houbin Song
{"title":"A Knowledge-enhanced Framework with k -step DQN for No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Time","authors":"Fuqing Zhao, Jiwei Lv, Ling Wang, Hongyan Sang, Houbin Song","doi":"10.1109/tevc.2026.3727219","DOIUrl":"https://doi.org/10.1109/tevc.2026.3727219","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"5 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821219","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 Dynamic Constraint Relaxation Framework for Constrained Multimodal Multi-objective Optimization 约束多模态多目标优化的动态约束松弛框架
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2026-08-24 DOI: 10.1109/tevc.2026.3727029
Juan Zou, Yu Li, Hui Bai, Lei Han, Qi Deng, Shengxiang Yang
{"title":"A Dynamic Constraint Relaxation Framework for Constrained Multimodal Multi-objective Optimization","authors":"Juan Zou, Yu Li, Hui Bai, Lei Han, Qi Deng, Shengxiang Yang","doi":"10.1109/tevc.2026.3727029","DOIUrl":"https://doi.org/10.1109/tevc.2026.3727029","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"1 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821221","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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