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IEEE Transactions on Evolutionary Computation最新文献

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From Offline to Online: Pretrained Dynamic Optimization with Multi-Agent Reinforcement Learning 从离线到在线：多智能体强化学习的预训练动态优化
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-24 DOI: 10.1109/tevc.2026.3677096
Yongbo Ma, Weiwei Yuan, Donghai Guan, Hongsong Peng, Rujiao Wang
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引用次数: 0
A Modular Framework with an Adaptive Momentum-based Evolutionary Strategy for Physics-Informed Neural Networks 基于自适应动量的物理信息神经网络进化策略的模块化框架
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-23 DOI: 10.1109/tevc.2026.3676646
Fanke Chen, Fengrong Zhou, Yinghui Pan, Yifan Lu, Chengwen Luo
{"title":"A Modular Framework with an Adaptive Momentum-based Evolutionary Strategy for Physics-Informed Neural Networks","authors":"Fanke Chen, Fengrong Zhou, Yinghui Pan, Yifan Lu, Chengwen Luo","doi":"10.1109/tevc.2026.3676646","DOIUrl":"https://doi.org/10.1109/tevc.2026.3676646","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"93 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506858","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 Neural Architecture Search for Physics-Informed Neural Networks with Variable-Length Designs 变长度设计的物理信息神经网络的进化神经结构搜索
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-23 DOI: 10.1109/tevc.2026.3676860
Zhao Wei, Jiao Liu
{"title":"Evolutionary Neural Architecture Search for Physics-Informed Neural Networks with Variable-Length Designs","authors":"Zhao Wei, Jiao Liu","doi":"10.1109/tevc.2026.3676860","DOIUrl":"https://doi.org/10.1109/tevc.2026.3676860","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"86 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506857","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
Computational Studies on Dynamic Multi-objective Optimization with Feature Representation Transfer 基于特征表示转移的动态多目标优化计算研究
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-20 DOI: 10.1109/tevc.2026.3676021
Gan Ruan, Hao Tong, Jialin Liu, Xin Yao
{"title":"Computational Studies on Dynamic Multi-objective Optimization with Feature Representation Transfer","authors":"Gan Ruan, Hao Tong, Jialin Liu, Xin Yao","doi":"10.1109/tevc.2026.3676021","DOIUrl":"https://doi.org/10.1109/tevc.2026.3676021","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"10 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147492885","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
CNNGP: Multi-tree Genetic Programming Integrating Pre-trained CNN Features for Fine-Grained Image Classification CNNGP：集成预训练CNN特征的多树遗传规划，用于细粒度图像分类
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-19 DOI: 10.1109/tevc.2026.3675672
Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
{"title":"CNNGP: Multi-tree Genetic Programming Integrating Pre-trained CNN Features for Fine-Grained Image Classification","authors":"Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang","doi":"10.1109/tevc.2026.3675672","DOIUrl":"https://doi.org/10.1109/tevc.2026.3675672","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"59 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147489399","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-Optimized Graph Neural Network for Fraud Detection with Topological Obfuscation 基于拓扑混淆的进化优化图神经网络欺诈检测
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-18 DOI: 10.1109/tevc.2026.3670317
Xuan Wang, Yi Liu, Tao Meng, Wei Ai, Keqin Li
{"title":"Evolutionary-Optimized Graph Neural Network for Fraud Detection with Topological Obfuscation","authors":"Xuan Wang, Yi Liu, Tao Meng, Wei Ai, Keqin Li","doi":"10.1109/tevc.2026.3670317","DOIUrl":"https://doi.org/10.1109/tevc.2026.3670317","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"13 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147489400","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
Fourier Transform-based instance decomposition for k -adic Assignment Problems 基于傅里叶变换的k进分配问题实例分解
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-16 DOI: 10.1109/tevc.2026.3674527
Xabier Benavides, Leticia Hernando, Josu Ceberio, Jose A. Lozano
{"title":"Fourier Transform-based instance decomposition for k -adic Assignment Problems","authors":"Xabier Benavides, Leticia Hernando, Josu Ceberio, Jose A. Lozano","doi":"10.1109/tevc.2026.3674527","DOIUrl":"https://doi.org/10.1109/tevc.2026.3674527","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"20 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147470943","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
Experience Evolution-Guided Multi-Objective Reinforcement Learning 体验进化引导的多目标强化学习
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-12 DOI: 10.1109/tevc.2026.3673422
Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Ka-Chun Wong, Wei-Neng Chen, Carlos A. Coello Coello
{"title":"Experience Evolution-Guided Multi-Objective Reinforcement Learning","authors":"Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Ka-Chun Wong, Wei-Neng Chen, Carlos A. Coello Coello","doi":"10.1109/tevc.2026.3673422","DOIUrl":"https://doi.org/10.1109/tevc.2026.3673422","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"26 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147439810","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 Fast Dominance Move Calculation Using Mixed-Integer Programming for Many-objective Optimization 基于混合整数规划的多目标优化快速优势移动计算
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-11 DOI: 10.1109/tevc.2026.3673109
Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner, Kalyanmoy Deb
{"title":"A Fast Dominance Move Calculation Using Mixed-Integer Programming for Many-objective Optimization","authors":"Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner, Kalyanmoy Deb","doi":"10.1109/tevc.2026.3673109","DOIUrl":"https://doi.org/10.1109/tevc.2026.3673109","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"15 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147439811","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
FDDEDO: A Novel Federated Data-Driven Evolutionary Dynamic Optimization Framework FDDEDO：一个新的联邦数据驱动的进化动态优化框架
IF 14.3 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Evolutionary Computation
Pub Date : 2026-03-10 DOI: 10.1109/tevc.2026.3672567
Liqun Wen, Hongfeng Wang, Shengxiang Yang, Yi Zhang
{"title":"FDDEDO: A Novel Federated Data-Driven Evolutionary Dynamic Optimization Framework","authors":"Liqun Wen, Hongfeng Wang, Shengxiang Yang, Yi Zhang","doi":"10.1109/tevc.2026.3672567","DOIUrl":"https://doi.org/10.1109/tevc.2026.3672567","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"14 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147439812","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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