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IEEE Transactions on Evolutionary Computation最新文献

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An Evolution Strategy With Adaptive Fitness Sharing for Multimodal Multiobjective Optimization 多模态多目标优化的自适应适应度共享进化策略
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-16 DOI: 10.1109/tevc.2025.3609902
Ali Ahrari, Ruhul Sarker, Mike Preuss
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引用次数: 0
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons 推荐系统的语言模型进化算法：基准和算法比较
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-11 DOI: 10.1109/tevc.2025.3609058
Jiao Liu, Zhu Sun, Shanshan Feng, Caishun Chen, Yew-Soon Ong
{"title":"Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons","authors":"Jiao Liu, Zhu Sun, Shanshan Feng, Caishun Chen, Yew-Soon Ong","doi":"10.1109/tevc.2025.3609058","DOIUrl":"https://doi.org/10.1109/tevc.2025.3609058","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"27 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035282","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
Nanorobots-Assisted In Vivo Computational Methodology for Tumor Lesion Exploitation and Lesion Boundary Exploration 纳米机器人辅助肿瘤病灶开发和病灶边界探索的体内计算方法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-10 DOI: 10.1109/tevc.2025.3608196
Shaolong Shi, Zeyuan Xu, Jiawei Zou, Weiqi Liu, Qiujun Huang
{"title":"Nanorobots-Assisted In Vivo Computational Methodology for Tumor Lesion Exploitation and Lesion Boundary Exploration","authors":"Shaolong Shi, Zeyuan Xu, Jiawei Zou, Weiqi Liu, Qiujun Huang","doi":"10.1109/tevc.2025.3608196","DOIUrl":"https://doi.org/10.1109/tevc.2025.3608196","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"66 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035283","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
Spike-Driven Lightweight Large Language Model With Evolutionary Computation 基于进化计算的峰值驱动轻量级大型语言模型
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-05 DOI: 10.1109/tevc.2025.3606613
Malu Zhang, Wenjie Wei, Zijian Zhou, Wanlong Liu, Jie Zhang, Ammar Belatreche, Yang Yang
{"title":"Spike-Driven Lightweight Large Language Model With Evolutionary Computation","authors":"Malu Zhang, Wenjie Wei, Zijian Zhou, Wanlong Liu, Jie Zhang, Ammar Belatreche, Yang Yang","doi":"10.1109/tevc.2025.3606613","DOIUrl":"https://doi.org/10.1109/tevc.2025.3606613","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"64 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145002917","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
Competitive Multitasking Sampling With Deep Reinforcement Learning for Surrogate-Assisted Constrained Multiobjective Optimization 基于深度强化学习的竞争多任务抽样代理辅助约束多目标优化
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-02 DOI: 10.1109/tevc.2025.3605406
Yuhang Ma, Bo Shen, Anqi Pan
{"title":"Competitive Multitasking Sampling With Deep Reinforcement Learning for Surrogate-Assisted Constrained Multiobjective Optimization","authors":"Yuhang Ma, Bo Shen, Anqi Pan","doi":"10.1109/tevc.2025.3605406","DOIUrl":"https://doi.org/10.1109/tevc.2025.3605406","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"32 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144930766","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
Visual Evolutionary Optimization on Graph-Structured Combinatorial Problems With MLLMs: A Case Study of Influence Maximization 基于mlms的图结构组合问题的视觉进化优化：以影响最大化为例
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-08-13 DOI: 10.1109/tevc.2025.3598266
Jie Zhao, Kang Hao Cheong
{"title":"Visual Evolutionary Optimization on Graph-Structured Combinatorial Problems With MLLMs: A Case Study of Influence Maximization","authors":"Jie Zhao, Kang Hao Cheong","doi":"10.1109/tevc.2025.3598266","DOIUrl":"https://doi.org/10.1109/tevc.2025.3598266","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"62 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144850431","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 Bi-Level Multi-Objective System for Renewable Energy Self-Consumption: A Resident-Aware Approach to Leveraging Energy Flexibility 可再生能源自我消费的双层多目标系统：利用能源灵活性的居民意识方法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-08-13 DOI: 10.1109/tevc.2025.3598236
Thalis Papakyriakou, Andreas Pamboris, Andreas Konstantinidis
{"title":"A Bi-Level Multi-Objective System for Renewable Energy Self-Consumption: A Resident-Aware Approach to Leveraging Energy Flexibility","authors":"Thalis Papakyriakou, Andreas Pamboris, Andreas Konstantinidis","doi":"10.1109/tevc.2025.3598236","DOIUrl":"https://doi.org/10.1109/tevc.2025.3598236","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"12 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144850434","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-Label Black-Box Attacks via Evolutionary Structured Many-Objective Adversarial Perturbations 基于进化结构多目标对抗性扰动的多标签黑盒攻击
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-08-12 DOI: 10.1109/tevc.2025.3597966
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
{"title":"Multi-Label Black-Box Attacks via Evolutionary Structured Many-Objective Adversarial Perturbations","authors":"Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang","doi":"10.1109/tevc.2025.3597966","DOIUrl":"https://doi.org/10.1109/tevc.2025.3597966","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"2 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144850465","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 Learning Algorithm Based on Similarity Identification and Knowledge Transfer for Dynamic Multi-Objective Optimization 基于相似性识别和知识转移的动态多目标优化学习算法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-08-12 DOI: 10.1109/tevc.2025.3597615
Yaru Hu, Zhi Zheng, Junwei Ou, Yanjie Song, Jinhua Zheng, Juan Zou, Ponnuthurai Nagaratnam Suganthan, Shengxiang Yang
{"title":"A Learning Algorithm Based on Similarity Identification and Knowledge Transfer for Dynamic Multi-Objective Optimization","authors":"Yaru Hu, Zhi Zheng, Junwei Ou, Yanjie Song, Jinhua Zheng, Juan Zou, Ponnuthurai Nagaratnam Suganthan, Shengxiang Yang","doi":"10.1109/tevc.2025.3597615","DOIUrl":"https://doi.org/10.1109/tevc.2025.3597615","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"749 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144850464","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 Solution Space Partitioning Based Multi-Population Method for Dynamic Optimization 基于解空间划分的多种群动态优化方法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-08-11 DOI: 10.1109/tevc.2025.3597453
Mai Peng, Changhe Li, Junchen Wang, Xinye Cai, Sanyou Zeng, Shengxiang Yang
{"title":"A Solution Space Partitioning Based Multi-Population Method for Dynamic Optimization","authors":"Mai Peng, Changhe Li, Junchen Wang, Xinye Cai, Sanyou Zeng, Shengxiang Yang","doi":"10.1109/tevc.2025.3597453","DOIUrl":"https://doi.org/10.1109/tevc.2025.3597453","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"29 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144825634","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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