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IEEE Transactions on Fuzzy Systems最新文献

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Composite Anti-Disturbance Control for T-S Fuzzy Systems With Piecewise-Homogeneous Hidden Semi-Markov Switching 分段齐次隐半马尔可夫切换T-S模糊系统的复合抗干扰控制
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-15 DOI: 10.1109/tfuzz.2026.3744242
Ziwei Zhang, Shengyuan Xu, Qian Ma
{"title":"Composite Anti-Disturbance Control for T-S Fuzzy Systems With Piecewise-Homogeneous Hidden Semi-Markov Switching","authors":"Ziwei Zhang, Shengyuan Xu, Qian Ma","doi":"10.1109/tfuzz.2026.3744242","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3744242","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"43 1","pages":"1-14"},"PeriodicalIF":11.9,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218699","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
Sliding Prescribed Performance Control with Error-Driven Relaxation for Uncertain Nonlinear Systems 不确定非线性系统的误差驱动松弛滑动预定性能控制
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-15 DOI: 10.1109/tfuzz.2026.3744123
Kaixin Li, Ke Xiao, Yu Xia, Jinde Cao, Radu-Emil Precup, Imre J. Rudas
{"title":"Sliding Prescribed Performance Control with Error-Driven Relaxation for Uncertain Nonlinear Systems","authors":"Kaixin Li, Ke Xiao, Yu Xia, Jinde Cao, Radu-Emil Precup, Imre J. Rudas","doi":"10.1109/tfuzz.2026.3744123","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3744123","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"5 1","pages":"1-12"},"PeriodicalIF":11.9,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218698","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 Discrete Zeroing Neurodynamics for Time-Varying System of Nonlinear Equations and Inequations With Robot Application 时变非线性方程组的模糊离散归零神经动力学及其在机器人中的应用
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-14 DOI: 10.1109/tfuzz.2026.3743579
Min Yang, Jichen Fu, Jielong Chen, Hui Zhang, Shuai Li
{"title":"Fuzzy Discrete Zeroing Neurodynamics for Time-Varying System of Nonlinear Equations and Inequations With Robot Application","authors":"Min Yang, Jichen Fu, Jielong Chen, Hui Zhang, Shuai Li","doi":"10.1109/tfuzz.2026.3743579","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3743579","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"413 1","pages":"1-14"},"PeriodicalIF":11.9,"publicationDate":"2026-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218701","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
Interval Type-2 Fuzzy Stabilization of Non-Stationary Fractional-Order Financial Systems With Mittag-Leffler Stability Guarantees 具有Mittag-Leffler稳定性保证的非平稳分数阶金融系统的区间2型模糊镇定
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-12 DOI: 10.1109/tfuzz.2026.3741011
Ahmed Elsayed, Ghada Alobaidi, Jehad Alzabut, Eyad Adnan
{"title":"Interval Type-2 Fuzzy Stabilization of Non-Stationary Fractional-Order Financial Systems With Mittag-Leffler Stability Guarantees","authors":"Ahmed Elsayed, Ghada Alobaidi, Jehad Alzabut, Eyad Adnan","doi":"10.1109/tfuzz.2026.3741011","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3741011","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"15 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152257","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-View Visible-Hidden Fuzzy Clustering Via Michaelis-Menten Type Rotated Tensor Rank 基于Michaelis-Menten型旋转张量秩的多视图可见-隐藏模糊聚类
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-12 DOI: 10.1109/tfuzz.2026.3742786
Dingcheng Ji, Shitong Wang
{"title":"Multi-View Visible-Hidden Fuzzy Clustering Via Michaelis-Menten Type Rotated Tensor Rank","authors":"Dingcheng Ji, Shitong Wang","doi":"10.1109/tfuzz.2026.3742786","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3742786","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"1 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152570","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-MAP EM: Addressing Data Scarcity in Sequential Decision-Making through Expert Knowledge Modeling Fuzzy-MAP EM：利用专家知识建模解决序列决策中的数据稀缺性
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-09 DOI: 10.1109/tfuzz.2026.3741932
Marco Locatelli, Arjen Hommersom, Roberto Clemens Cerioli, Paola Cavalcante, Daniela Besozzi, Fabio Stella
{"title":"Fuzzy-MAP EM: Addressing Data Scarcity in Sequential Decision-Making through Expert Knowledge Modeling","authors":"Marco Locatelli, Arjen Hommersom, Roberto Clemens Cerioli, Paola Cavalcante, Daniela Besozzi, Fabio Stella","doi":"10.1109/tfuzz.2026.3741932","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3741932","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"49 1","pages":"1-14"},"PeriodicalIF":11.9,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152582","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
Industrial Brain: A Neuro-Symbolic Fuzzy System for Human-Like Autonomous Decision-Making and Planning 工业大脑：用于类人自主决策和规划的神经符号模糊系统
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-08 DOI: 10.1109/tfuzz.2026.3741576
Junping Wang, Yibo Xue, Wensheng Zhang, Zhuo Wang, Yushan Ma
{"title":"Industrial Brain: A Neuro-Symbolic Fuzzy System for Human-Like Autonomous Decision-Making and Planning","authors":"Junping Wang, Yibo Xue, Wensheng Zhang, Zhuo Wang, Yushan Ma","doi":"10.1109/tfuzz.2026.3741576","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3741576","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"9 1","pages":"1-11"},"PeriodicalIF":11.9,"publicationDate":"2026-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152250","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 Novel Data-Driven Rule-Base Classifier with Multi-Granularity Modeling and Ensemble Inference Procedures 基于多粒度建模和集成推理的数据驱动规则分类器
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-05 DOI: 10.1109/tfuzz.2026.3740489
Long-Hao Yang, Long-Shuai Zheng, Fei-Fei Ye, Haibo Hu, Ying-Ming Wang
{"title":"A Novel Data-Driven Rule-Base Classifier with Multi-Granularity Modeling and Ensemble Inference Procedures","authors":"Long-Hao Yang, Long-Shuai Zheng, Fei-Fei Ye, Haibo Hu, Ying-Ming Wang","doi":"10.1109/tfuzz.2026.3740489","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3740489","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"21 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149087001","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
ExSNA: Sector Nonlinearity Revisited for exact representation of nonlinear systems 扇区非线性对非线性系统精确表示的再考察
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-02 DOI: 10.1109/tfuzz.2026.3739943
Thierry Marie Guerra, Rafael Silva
{"title":"ExSNA: Sector Nonlinearity Revisited for exact representation of nonlinear systems","authors":"Thierry Marie Guerra, Rafael Silva","doi":"10.1109/tfuzz.2026.3739943","DOIUrl":"https://doi.org/10.1109/tfuzz.2026.3739943","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"12 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2026-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149086439","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 Intermediate Variable Observer for Spacecraft Fault-Tolerant Attitude Control Against Complex Actuator Faults 基于模糊中间变量观测器的航天器姿态容错控制
IF 10.2 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2026-10-01 Epub Date: 2026-08-07 DOI: 10.1109/TFUZZ.2026.3721461
Shengli Du;Yang Liu;Honggui Han;Junfei Qiao
{"title":"Fuzzy Intermediate Variable Observer for Spacecraft Fault-Tolerant Attitude Control Against Complex Actuator Faults","authors":"Shengli Du;Yang Liu;Honggui Han;Junfei Qiao","doi":"10.1109/TFUZZ.2026.3721461","DOIUrl":"https://doi.org/10.1109/TFUZZ.2026.3721461","url":null,"abstract":"This article investigates the attitude fault-tolerant control (FTC) problem for rigid spacecraft subject to actuator faults and input saturation. A Takagi–Sugeno (T–S) fuzzy representation is constructed within a prescribed compact angular-velocity region, which enables systematic observer and controller synthesis for the nonlinear attitude dynamics. To overcome the limitations of overly simplistic static fault models in representing diverse engineering failures, a generalized polynomial function approximation strategy is introduced. This formulation encompasses a wider spectrum of fault profiles and improves fault-reconstruction fidelity. Building upon this, an intermediate variable-based fuzzy fault observer is developed. This design relaxes the restrictive strictly positive real (SPR) condition commonly required in classical observer designs, providing greater flexibility in gain selection. Leveraging the observer’s estimates, an adaptive FTC scheme is synthesized to compensate for actuator faults while respecting input saturation. The region-dependent uniformly ultimately bounded (UUB) of the closed-loop system is rigorously established via Lyapunov stability theory. Finally, simulations on a spacecraft benchmark model verify the effectiveness of the proposed fuzzy-based FTC strategy.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"34 10","pages":"3349-3361"},"PeriodicalIF":10.2,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149097250","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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