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IEEE Transactions on Fuzzy Systems最新文献

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Fuzzy Nonuniform Sampling for Inverse Decision-Making Modeling to Tune Microwave Filters 基于模糊非均匀采样的微波滤波器逆决策建模
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-16 DOI: 10.1109/TFUZZ.2025.3604594
Linwei Guo;Weihua Cao;Wenkai Hu;Wentao Wu;Min Wu
{"title":"Fuzzy Nonuniform Sampling for Inverse Decision-Making Modeling to Tune Microwave Filters","authors":"Linwei Guo;Weihua Cao;Wenkai Hu;Wentao Wu;Min Wu","doi":"10.1109/TFUZZ.2025.3604594","DOIUrl":"10.1109/TFUZZ.2025.3604594","url":null,"abstract":"Microwave filters (MFs) are indispensable in communication systems for selecting specific frequency signals. The tuning of MFs is a demanding and time-consuming task, which can be addressed by the inverse decision-making model (IDMM). However, two main challenges arise in the sampling process for IDMM, namely, low efficiency due to the large number of samples and poor adaptability in the presence of uncertain initial positions. To overcome these challenges, a fuzzy nonuniform sampling (FNUS) method is proposed, leveraging the flexibility of the fuzzy logic system. Specifically, an adaptive sampling framework based on a fuzzy logic system is presented to handle the uncertainty of initial positions. Under this framework, a nonuniform sampling approach is devised to collect fewer samples far from the target and more samples close to the target. Given the similarity and single-sided distribution of samples in the raw dataset oriented to modeling, the tailored enhancement strategies are designed to improve dataset quality. Finally, the efficiency and adaptability of FNUS are demonstrated to be superior to the existing methods through simulations. Furthermore, the practicality of FNUS is validated by experiments on physical MFs.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"33 10","pages":"3835-3847"},"PeriodicalIF":11.9,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072886","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
Constructing Concise Instance-based Takagi-Sugeno-Kang Fuzzy Systems via Multiobjective Particle Swarm Optimization 基于多目标粒子群优化的简明实例Takagi-Sugeno-Kang模糊系统
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-16 DOI: 10.1109/tfuzz.2025.3610242
Qin Chang, Yu Chen, Jiahao Liang, Chanjuan Liu, Jian Wang
{"title":"Constructing Concise Instance-based Takagi-Sugeno-Kang Fuzzy Systems via Multiobjective Particle Swarm Optimization","authors":"Qin Chang, Yu Chen, Jiahao Liang, Chanjuan Liu, Jian Wang","doi":"10.1109/tfuzz.2025.3610242","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3610242","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"51 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072887","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
Robust Control under Servo Constraint Following via Nash Equilibrium Theory for Bimanual Humanoid Manipulation 基于纳什平衡理论的伺服约束下的双手仿人操纵鲁棒控制
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-16 DOI: 10.1109/tfuzz.2025.3609828
Xiaoli Liu, Chenhao Wu, Shengchao Zhen, Hao Sun, Changyin Sun, Ye-Hwa Chen
{"title":"Robust Control under Servo Constraint Following via Nash Equilibrium Theory for Bimanual Humanoid Manipulation","authors":"Xiaoli Liu, Chenhao Wu, Shengchao Zhen, Hao Sun, Changyin Sun, Ye-Hwa Chen","doi":"10.1109/tfuzz.2025.3609828","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3609828","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"4 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072885","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
Group Emotion Recognition Using Fuzzy Emotional Hierarchical Shared Space 基于模糊情感层次共享空间的群体情感识别
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-15 DOI: 10.1109/tfuzz.2025.3609954
Chenhao Li, Wenti Huang, Xi Yu, Zhan Yang, Jun Long
{"title":"Group Emotion Recognition Using Fuzzy Emotional Hierarchical Shared Space","authors":"Chenhao Li, Wenti Huang, Xi Yu, Zhan Yang, Jun Long","doi":"10.1109/tfuzz.2025.3609954","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3609954","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"36 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072888","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 Efficient Survival Prediction Framework Based on Multimodal Multi-instance Fuzzy Optimal Transport 基于多模态多实例模糊最优运输的高效生存预测框架
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-12 DOI: 10.1109/tfuzz.2025.3609687
Hui Luo, Jiashuang Huang, Tianyi Zhou, Erlv Wu, Weiping Ding
{"title":"An Efficient Survival Prediction Framework Based on Multimodal Multi-instance Fuzzy Optimal Transport","authors":"Hui Luo, Jiashuang Huang, Tianyi Zhou, Erlv Wu, Weiping Ding","doi":"10.1109/tfuzz.2025.3609687","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3609687","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"37 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072870","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 Review on Interval Type-2 Fuzzy-Model-Based Control Systems: Membership-Function-Dependent Perspectives 区间2型模糊模型控制系统研究进展：隶属函数依赖视角
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-12 DOI: 10.1109/tfuzz.2025.3609627
Hak-Keung Lam, Bo Xiao, Ming Chen
{"title":"A Review on Interval Type-2 Fuzzy-Model-Based Control Systems: Membership-Function-Dependent Perspectives","authors":"Hak-Keung Lam, Bo Xiao, Ming Chen","doi":"10.1109/tfuzz.2025.3609627","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3609627","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"93 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072869","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
Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection 面向特征选择的低维表示驱动TSK模糊系统
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-12 DOI: 10.1109/tfuzz.2025.3608935
Qiong Liu, Mingjie Cai, Qingguo Li
{"title":"Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection","authors":"Qiong Liu, Mingjie Cai, Qingguo Li","doi":"10.1109/tfuzz.2025.3608935","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3608935","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"68 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072871","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 Fuzzy Adaptive Network With Learnable Parameters for Mixed-Integer Optimization 混合整数优化的参数可学习模糊自适应网络
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-11 DOI: 10.1109/TFUZZ.2025.3604526
Haoen Huang;Zhigang Zeng
{"title":"A Fuzzy Adaptive Network With Learnable Parameters for Mixed-Integer Optimization","authors":"Haoen Huang;Zhigang Zeng","doi":"10.1109/TFUZZ.2025.3604526","DOIUrl":"10.1109/TFUZZ.2025.3604526","url":null,"abstract":"In this article, we propose a fuzzy adaptive network (FAN) with learnable parameters for mixed-integer optimization. Specifically, by leveraging a recurrent network to infer the discretization parameters, the FAN is implemented in an easy-to-implement discrete-time format. FAN possesses the dynamic behavior of a high-precision numerical differential rule and maintains a simple network structure. In addition, a fuzzy mechanism is incorporated to adjust the step size. Sufficient conditions are derived such that the proposed FAN is globally exponentially convergent to a Karush–Kuhn–Tucker point. In the presence of nonconvexity in objective functions or constraints, multiple FANs operate concurrently in a hybrid intelligent algorithm. Finally, multiple comparative experiments are conducted to demonstrate the superiority of the proposed FAN in terms of time efficiency and solution quality.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"33 10","pages":"3823-3834"},"PeriodicalIF":11.9,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035496","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 Bicausal Random Forest 模糊双例随机森林
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-10 DOI: 10.1109/tfuzz.2025.3608482
Tao Zhang, Yichen Xie, Jingge Wang, Tao Li, Zaifa Xue, Zesheng Huo, Le Gao
{"title":"Fuzzy Bicausal Random Forest","authors":"Tao Zhang, Yichen Xie, Jingge Wang, Tao Li, Zaifa Xue, Zesheng Huo, Le Gao","doi":"10.1109/tfuzz.2025.3608482","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3608482","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"66 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035499","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
Two-Stage Heterogeneous Noncooperative Behavior for Consensus in Large Scale Group Decision under Fuzzy Distributed Preference Relation 模糊分布偏好关系下大规模群体决策共识的两阶段异质非合作行为
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-09-09 DOI: 10.1109/tfuzz.2025.3608025
Xinyu Fan, Mi Zhou, Bayi Cheng, Jian Wu, Hamido Fujita
{"title":"Two-Stage Heterogeneous Noncooperative Behavior for Consensus in Large Scale Group Decision under Fuzzy Distributed Preference Relation","authors":"Xinyu Fan, Mi Zhou, Bayi Cheng, Jian Wu, Hamido Fujita","doi":"10.1109/tfuzz.2025.3608025","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3608025","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"41 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035502","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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