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IEEE Transactions on Evolutionary Computation最新文献

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Meta-Learning Inspired Single-Step Generative Model for Expensive Multitask Optimization Problems 基于元学习的单步生成模型求解昂贵的多任务优化问题
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-10-02 DOI: 10.1109/tevc.2025.3617343
Ruilin Wang, Xiang Feng, Huiqun Yu, Yang Tan, Edmund M-K Lai
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引用次数: 0
Enhanced Evolution of Parallel Algorithm Portfolio for Vehicle Routing Problem via Transfer Optimization 基于转移优化的车辆路径问题并行算法组合的改进演化
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-10-01 DOI: 10.1109/tevc.2025.3616385
Tong Guo, Yi Mei, Mengjie Zhang, Ke Tang, Kaiquan Cai, Wenbo Du
{"title":"Enhanced Evolution of Parallel Algorithm Portfolio for Vehicle Routing Problem via Transfer Optimization","authors":"Tong Guo, Yi Mei, Mengjie Zhang, Ke Tang, Kaiquan Cai, Wenbo Du","doi":"10.1109/tevc.2025.3616385","DOIUrl":"https://doi.org/10.1109/tevc.2025.3616385","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"54 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145203270","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-Party Multi-Objective Optimization for Discrete Problems: A Case Study on Multi-Stakeholder Recommendation 离散问题的多方多目标优化：以多利益相关者推荐为例
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-29 DOI: 10.1109/tevc.2025.3615199
Lei Zhang, Meng Zhu, Yuanyuan Ge, Haipeng Yang, Likang Wu, Hongke Zhao
{"title":"Multi-Party Multi-Objective Optimization for Discrete Problems: A Case Study on Multi-Stakeholder Recommendation","authors":"Lei Zhang, Meng Zhu, Yuanyuan Ge, Haipeng Yang, Likang Wu, Hongke Zhao","doi":"10.1109/tevc.2025.3615199","DOIUrl":"https://doi.org/10.1109/tevc.2025.3615199","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"19 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145188404","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
Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP 控制过拟合的函数复杂度和改进GP的可解释性
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-24 DOI: 10.1109/tevc.2025.3614086
Sara Silva, Inês Magessi, Leonardo Vanneschi
{"title":"Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP","authors":"Sara Silva, Inês Magessi, Leonardo Vanneschi","doi":"10.1109/tevc.2025.3614086","DOIUrl":"https://doi.org/10.1109/tevc.2025.3614086","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"40 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133620","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
It’s Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-Objective Optimization 这是变形时间：通过多目标优化释放多个llm的潜力
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-24 DOI: 10.1109/tevc.2025.3613937
Bingdong Li, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou
{"title":"It’s Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-Objective Optimization","authors":"Bingdong Li, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou","doi":"10.1109/tevc.2025.3613937","DOIUrl":"https://doi.org/10.1109/tevc.2025.3613937","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"12 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133618","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 Evolutionary Neural Architecture Search With Hierarchical Parameter Mapping for Monocular Depth Estimation 基于分层参数映射的高效进化神经结构搜索单目深度估计
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-24 DOI: 10.1109/tevc.2025.3614261
Haoyu Zhang, Zhihao Yu, Yaochu Jin, Xiufeng Liu, Weiguo Sheng, Ruyu Liu, Xiumei Li, Qiqi Liu, Ran Cheng
{"title":"Efficient Evolutionary Neural Architecture Search With Hierarchical Parameter Mapping for Monocular Depth Estimation","authors":"Haoyu Zhang, Zhihao Yu, Yaochu Jin, Xiufeng Liu, Weiguo Sheng, Ruyu Liu, Xiumei Li, Qiqi Liu, Ran Cheng","doi":"10.1109/tevc.2025.3614261","DOIUrl":"https://doi.org/10.1109/tevc.2025.3614261","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"190 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133619","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
MORA-LLM: Enhancing Multi-Objective Optimization Recommendation Algorithm by Integrating Large Language Models MORA-LLM：集成大语言模型的多目标优化推荐算法
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-19 DOI: 10.1109/tevc.2025.3612284
Yuanyuan Ge, Likang Wu, Haipeng Yang, Fan Cheng, Hongke Zhao, Lei Zhang
{"title":"MORA-LLM: Enhancing Multi-Objective Optimization Recommendation Algorithm by Integrating Large Language Models","authors":"Yuanyuan Ge, Likang Wu, Haipeng Yang, Fan Cheng, Hongke Zhao, Lei Zhang","doi":"10.1109/tevc.2025.3612284","DOIUrl":"https://doi.org/10.1109/tevc.2025.3612284","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"88 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145089108","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
Discovering Infinite Recursive Conjectures Through Genetic Programming 通过遗传规划发现无限递归猜想
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-17 DOI: 10.1109/tevc.2025.3611312
Min-Yi Zheng, Yueheng Wang, Jinghui Zhong, Jun Zhang
{"title":"Discovering Infinite Recursive Conjectures Through Genetic Programming","authors":"Min-Yi Zheng, Yueheng Wang, Jinghui Zhong, Jun Zhang","doi":"10.1109/tevc.2025.3611312","DOIUrl":"https://doi.org/10.1109/tevc.2025.3611312","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"155 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145077460","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 Generative Adversarial Network Based Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization 基于生成对抗网络的进化动态多目标优化预测策略
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-17 DOI: 10.1109/tevc.2025.3611014
Feng Wang, Jinsong Xie, Fanshu Liao, Yixuan Li, Yinan Guo, Shengxiang Yang, Aimin Zhou
{"title":"A Generative Adversarial Network Based Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization","authors":"Feng Wang, Jinsong Xie, Fanshu Liao, Yixuan Li, Yinan Guo, Shengxiang Yang, Aimin Zhou","doi":"10.1109/tevc.2025.3611014","DOIUrl":"https://doi.org/10.1109/tevc.2025.3611014","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"35 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145077689","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 Study on the Dynamics and Effectiveness of the Deflate Geometric Semantic Mutation Deflate几何语义突变的动力学和有效性研究
IF 14.3 1区 计算机科学
IEEE Transactions on Evolutionary Computation Pub Date : 2025-09-17 DOI: 10.1109/tevc.2025.3611226
Davide Farinati, Gloria Pietropolli, Leonardo Vanneschi
{"title":"A Study on the Dynamics and Effectiveness of the Deflate Geometric Semantic Mutation","authors":"Davide Farinati, Gloria Pietropolli, Leonardo Vanneschi","doi":"10.1109/tevc.2025.3611226","DOIUrl":"https://doi.org/10.1109/tevc.2025.3611226","url":null,"abstract":"","PeriodicalId":13206,"journal":{"name":"IEEE Transactions on Evolutionary Computation","volume":"22 1","pages":""},"PeriodicalIF":14.3,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145077462","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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