International Journal of Fuzzy Systems最新文献

Event-Based Finite-Time $$H_infty $$ Security Control for Networked Control Systems with Deception Attacks 基于事件的有限时间 $$H_infty $$ 网络控制系统安全控制与欺骗攻击

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-19 DOI: 10.1007/s40815-024-01810-3

Sitong Shang, Linchuang Zhang, Yingnan Pan

引用次数: 0

A Distance-Based Approach to Fuzzy Cognitive Maps Using Pythagorean Fuzzy Sets 使用毕达哥拉斯模糊集的基于距离的模糊认知地图方法

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-18 DOI: 10.1007/s40815-024-01766-4

Erhan Bozdag, Cigdem Kadaifci

{"title":"A Distance-Based Approach to Fuzzy Cognitive Maps Using Pythagorean Fuzzy Sets","authors":"Erhan Bozdag, Cigdem Kadaifci","doi":"10.1007/s40815-024-01766-4","DOIUrl":"https://doi.org/10.1007/s40815-024-01766-4","url":null,"abstract":"Fuzzy Cognitive Maps (FCMs) have been attracting researchers from a wide application area due to being easy to apply and interpret. Since its proposal, the method has been improved to satisfy the diverse needs of practitioners such as solving different types of problems and representing particular types of uncertainty. The classical FCMs depend highly on the decision-maker judgments and the uncertainty inherent in the judgments deserves significant attention. Although there are several fuzzy extensions integrated into FCMs, the uncertainty caused by the lack of knowledge, the hesitancy of decision makers, and also the limited capacity of humans to deal with pre-defined rules should be considered. To address this issue, a new distance-based approach integrating Pythagorean Fuzzy Sets and FCMs is proposed. To the best of our knowledge, this is the first time this extension is integrated into FCMs. Besides allowing to represent the uncertainty until the end of the calculations, the new approach offers decision makers an easier and more flexible way to assess the strength of existing causal relationships. To provide a comparison between the proposed approach and the classical FCMs, two real-life applications are selected as case studies.","PeriodicalId":14056,"journal":{"name":"International Journal of Fuzzy Systems","volume":"20 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142252382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Relaxed Stability and Non-weighted $$L_2$$ -Gain Analysis for Asynchronously Switched Polynomial Fuzzy Systems 异步切换多项式模糊系统的松弛稳定性和非加权 $L_2$$ - 增益分析

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-17 DOI: 10.1007/s40815-024-01840-x

Zhiyong Bao, Hak-Keung Lam, Xiaomiao Li, Fucai Liu

引用次数: 0

Nonsingular Fast Terminal Sliding Mode Control of Uncertain Robotic Manipulator System Based on Adaptive Fuzzy Wavelet Neural Network 基于自适应模糊小波神经网络的不确定机器人机械手系统的非星形快速终端滑模控制

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01818-9

Wenqi Liu, Lihong Liu, Dan Zhang, Jun Cheng

引用次数: 0

Cyber-Security Attacks on Microgrid and Its Mitigation via Adaptive Fuzzy PID Controller 微电网的网络安全攻击及其通过自适应模糊 PID 控制器的缓解措施

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01841-w

Rajendra Kumar Khadanga, Sidhartha Panda, Deepa Das

{"title":"Cyber-Security Attacks on Microgrid and Its Mitigation via Adaptive Fuzzy PID Controller","authors":"Rajendra Kumar Khadanga, Sidhartha Panda, Deepa Das","doi":"10.1007/s40815-024-01841-w","DOIUrl":"https://doi.org/10.1007/s40815-024-01841-w","url":null,"abstract":"Cyberattacks on frequency stability problems pose a significant threat to microgrids. Furthermore, frequency fluctuations brought on by cyberattacks in any region of the microgrid impact the system, endangering the stability of the network. This problem can be fixed using a self-adaptive virtual inertia control strategy, which enhances the microgrid’s stability and damping capabilities. When using this control method, the evaluation of the microgrid’s frequency data is obtained through the usage of a phase-locked loop (PLL). However, because of its system dynamics, PLL implementation in microgrids produces more frequency oscillation. Once more, this work addresses the above problem by presenting a robust adaptive fuzzy PID controller (AFPID) for virtual inertia control. This controller will simultaneously increase the stability of the microgrid system and reduce the undesired frequency measurement impacts caused by cyberattacks. A unique modified artificial ecosystem-based optimization technique (mAEO) is put forth to fine-tune the controller parameters further. The effectiveness of the suggested solutions is examined by contrasting the simulation results with a few common strategies while considering changes in system parameters and varying rates of cyberattacks.","PeriodicalId":14056,"journal":{"name":"International Journal of Fuzzy Systems","volume":"42 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142252386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Dissipativity Analysis for Singular Interval Type-2 Fuzzy Markov Jump Systems With Actuator Faults and Time-Vary Delays 具有致动器故障和时变延迟的奇异区间 2 型模糊马尔可夫跃迁系统的离散性分析

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01839-4

Fangyuan Liu, Guobao Liu, Huai Liu, Shicheng Huo, Weixing Qian

引用次数: 0

D-Multi-granular Unbalanced Hesitant Fuzzy Linguistic Term Sets and Their Application to Multiple Attribute Decision Making D-Multi-granular Unbalanced Hesitant Fuzzy Linguistic Termets 及其在多属性决策中的应用

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01838-5

Yongzhu Lu, Xihua Li

{"title":"D-Multi-granular Unbalanced Hesitant Fuzzy Linguistic Term Sets and Their Application to Multiple Attribute Decision Making","authors":"Yongzhu Lu, Xihua Li","doi":"10.1007/s40815-024-01838-5","DOIUrl":"https://doi.org/10.1007/s40815-024-01838-5","url":null,"abstract":"It is always challenging for us to process uncertain information. While the proposed multi-granular unbalanced hesitant fuzzy linguistic term set (MGUHFLTS) can handle multi-granular information and the asymmetric distribution of linguistic terms in real decision problems, it treats all hesitant memberships as equally significant, which is clearly inconsistent with reality. To address this deficiency, we introduce a new concept: D-multi-granular unbalanced hesitant fuzzy linguistic term set (D-MGUHFLTS). This concept combines D numbers’ ability to deal with uncertainty with MGUHFLTS’s capability to handle unbalanced and multi-granular linguistic information, enriching the representation of uncertain information. Additionally, we propose comparison rules, operational rules, and aggregation operators of the D-MGUHFLTS. Subsequently, we develop a decision-making method grounded in D-MGUHFLTS and apply it to a real-life scenario pertaining to online doctors’ rankings, showcasing the validity and flexibility of D-MGUHFLTS in processing uncertain information. Furthermore, by comparing it with other methods, we further illustrate the effectiveness and applicability of the proposed method.","PeriodicalId":14056,"journal":{"name":"International Journal of Fuzzy Systems","volume":"5 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142252389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Event-Triggered Finite-Time Trajectory Tracking Control for Quadrotor UAV Subjected to Time-Varying Output Constraints 受时变输出约束的四旋翼无人机事件触发有限时间轨迹跟踪控制

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01819-8

Changhui Wang, Nan Yang, Long Zhang, Long Zhang, Mei Liang

{"title":"Event-Triggered Finite-Time Trajectory Tracking Control for Quadrotor UAV Subjected to Time-Varying Output Constraints","authors":"Changhui Wang, Nan Yang, Long Zhang, Long Zhang, Mei Liang","doi":"10.1007/s40815-024-01819-8","DOIUrl":"https://doi.org/10.1007/s40815-024-01819-8","url":null,"abstract":"This paper proposes an event-triggered finite-time adaptive fuzzy tracking control for the quadrotor unmanned aerial vehicle (UAV) subjected to time-varying output constraints and external disturbances. The challenge of the event-triggered control design is how to make the output of a quadrotor UAV not exceed the prescribed time-varying constraints and achieve finite-time tracking. By redefining the nonlinear terms and control inputs, the quadrotor UAV system is transformed into multiple input multiple output (MIMO) nonlinear system with pure-feedback structure to facilitate the tracking controller design of position and attitude. To deal with time-varying output constraint, the tangent barrier Lyapunov functions (TBLFs) are introduced in the adaptive finite-time controller design process. To save the computation, resources, and transmission load, the event-triggered mechanisms are applied to control inputs, and the closed-loop stability of quadrotor UAV system can be proved. Finally, the simulation results are given to indicate the validity of the presented control strategy.","PeriodicalId":14056,"journal":{"name":"International Journal of Fuzzy Systems","volume":"65 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142252391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 and Effective Anomaly Detection in Autonomous Vehicles: A Combination of Gradient Boosting and ANFIS Algorithms 自动驾驶汽车中的高效异常检测：梯度提升算法与 ANFIS 算法的结合

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01843-8

Mahdi Al Quran

{"title":"Efficient and Effective Anomaly Detection in Autonomous Vehicles: A Combination of Gradient Boosting and ANFIS Algorithms","authors":"Mahdi Al Quran","doi":"10.1007/s40815-024-01843-8","DOIUrl":"https://doi.org/10.1007/s40815-024-01843-8","url":null,"abstract":"The rise of autonomous vehicles has become a key indicator of smart city development. Unlike traditional cars, which are fully operated by humans, autonomous vehicles rely on sensors to collect data about their surroundings for safe navigation. Due to their reliance on electricity rather than fossil fuels, autonomous cars have a reduced environmental impact in terms of greenhouse gas emissions. However, the susceptibility of autonomous cars to cyberattacks poses a risk to both the vehicles and human lives. Consequently, this study aims to identify and differentiate anomalies in real-time sensor readings of autonomous vehicles. Initially, a fuzzy logic controller with two inputs and one output was fine-tuned to serve as the base controller. Subsequently, data were collected to train the ANFIS-based controllers, each of which was evaluated using three simulations: step response, sine wave response, and random response. The PSO-ANFIS was used to generate an anomaly dataset by introducing artificial false data, and the ensemble model demonstrated exceptional performance, achieving a 99.99% accuracy in classification.","PeriodicalId":14056,"journal":{"name":"International Journal of Fuzzy Systems","volume":"15 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142252384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Fixed-Time Predefined Performance Control for Stochastic Nonlinear Systems with Dead-Zone Input 具有死区输入的随机非线性系统的固定时间预定义性能控制

IF 4.3 3区计算机科学

International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI: 10.1007/s40815-024-01837-6

Fazhan Tao, Rui Meng, Xinyu Lei, Baofeng Ji, Nan Wang

引用次数: 0