Applications of fuzzy techniques : proceedings of the 2022 annual conference of the North American Fuzzy Information Processing Society, NAFIPS 2022 / / edited by Scott Dick, Vladik Kreinovich and Pawan Lingras

• Pubblicazione: Cham, Switzerland : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (375 pages)
• Disciplina: 511.3
• Soggetto topico: Fuzzy logic; Fuzzy sets
• Persona (resp. second.): KreinovichVladik; LingrasPawan; DickScott
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Contents -- How to Elicit Complex-Valued Fuzzy Degrees -- 1 Formulation of the Problem -- 2 Analysis of the Problem -- 3 So How to Elicit Complex-Valued Fuzzy Degrees: Algorithm and Discussion -- 4 Conclusions -- References -- Flutter Mitigation via Fuzzy Gain Scheduling of a Passivity-Based Controller -- 1 Introduction -- 1.1 Problem -- 1.2 Genetic Fuzzy Control -- 1.3 Benchmark Aerodynamic Controls Technology Model -- 2 Methodology -- 2.1 Standard Controller -- 2.2 Fuzzy Gain Scheduled Controller -- 3 Results and Discussion -- 4 Conclusions -- References -- A New Weighting Method in Fuzzy Multi-criteria Decision Making: Selected Element Reduction Approach (SERA) -- 1 Introduction -- 2 Preliminaries -- 3 Methodology -- 4 Application -- 5 Conclusion -- References -- Genetic Fuzzy System for Pitch Control on a F-4 Phantom -- 1 Introduction -- 2 F-4 Fighter Pitch Angle Dynamic Behavior -- 3 Genetic Takagi-Sugeno-Kang Fuzzy Inference System -- 4 Conclusions and Future Works -- References -- Analyzing the Sars-Cov-2 Pandemic Outbreak Using Fuzzy Sets and the SIR Model -- 1 Introduction -- 2 The Sars-Cov-2 Pandemic -- 3 Basic Concepts on Fuzzy Sets -- 4 SIR Model -- 4.1 Fuzzy Solution and Asymptotic Behavior -- 4.2 Time-Varying Basic Reproductive Number -- 5 Application to Sars-Cov-2 Outbreak -- 5.1 Results -- 5.2 Comparing and Forecasting -- 6 Conclusion -- References -- Hybrid Fuzzy-LQR Control for Time Optimal Spacecraft Docking -- 1 Introduction -- 1.1 Related Work -- 2 Background -- 2.1 Linear Quadratic Regulator Control -- 2.2 Fuzzy-Based Bang-Bang Control -- 2.3 Genetic Algorithms -- 3 Methodology -- 3.1 Spacecraft Docking Problem -- 3.2 GA Approach -- 3.3 LQR Controller Approach -- 3.4 Fuzzy-Based Bang-Bang Controller Approach -- 3.5 Hybrid Fuzzy-LQR Controller Approach -- 4 Results -- 5 Conclusion -- References. ; An Experimental Study on Fuzzy Markov Chains Under Mn Generalized Mean Relation -- 1 Introduction and Motivation -- 2 Fuzzy Markov Chains -- 2.1 Normalized Fuzzy Transition Matrix -- 2.2 Mn Generalized Mean and Its Use in Computing the Limiting Distribution of P -- 3 Illustrative Examples -- 3.1 Discussion of the Results -- 4 Concluding Remarks -- References -- An Approach to Simulation of Fuzzy Linguistic Variables -- 1 Introduction and Motivation -- 2 Basics on Fuzzy Numbers -- 2.1 Fuzzy Linguistic Variables -- 3 An Approach to Fuzzy Linguistic Random Variate Generation -- 3.1 Fuzzy Random Variate Generation for Linguistic Variables -- 3.2 Fuzzy Random Linguistic Value Generation -- 3.3 Fuzzy Random Variate Generation -- 4 Illustrative Example -- 5 Concluding Remarks -- References -- Why Sine Membership Functions -- 1 Formulation of the Problem -- 2 Our Explanation -- 3 Conclusions -- References -- Agricultural Yield Prediction by Difference Equations on Data-Induced Cumulative Possibility Distributions -- 1 Introduction -- 2 Mathematical Background -- 2.1 Elementary Lattice Theory Definitions -- 2.2 The Cone of Intervals' Numbers (INs) and a Novel Interpretation -- 2.3 Differential Intervals' Number (IN) Models -- 3 Novel Algorithms -- 3.1 Difference Intervals' Number (IN) Models -- 3.2 Algorithms for Training and Testing -- 4 Experiments and Results -- 4.1 Data Acquisition -- 4.2 Data Preprocessing and Experiments -- 4.3 Discussion -- 5 Conclusion -- References -- Commonsense-Continuous Dynamical Systems - Stationary States, Prediction, and Reconstruction of the Past: Fuzzy-Based Analysis -- 1 Formulation of the Problem -- 2 Mathematical Continuity vs. Commonsense Continuity: Analysis of the Difference -- 3 Useful Corollary -- 4 Auxiliary Corollaries: Predicting the Future and Reconstructing the Past -- 5 Conclusions -- References. ; Why Gaussian Copulas Are Ubiquitous in Economics: Fuzzy-Related Explanation -- 1 Formulation of the Problem -- 2 Analysis of the Problem and the Resulting Explanation -- References -- A Note on Caputo Fractional Derivative in the Space of Linearly Correlated Fuzzy Numbers -- 1 Introduction -- 2 Preliminaries -- 2.1 Interactivity -- 2.2 The Space RF(A) -- 3 Caputo Derivative in RF(A) -- 4 Fractional Logistic Model in RF(A) for Cumulative Cases of COVID-19 -- 5 Conclusion -- References -- Data Driven Level Set Method in Fuzzy Modeling and Forecasting -- 1 Introduction -- 2 Data Driven Level Set Method -- 3 Model Accuracy and Transparency -- 4 Electric Power Load Forecasting -- 5 Conclusion -- References -- Semi-supervised Physics-Informed Genetic Fuzzy System for IoT BLE Localization -- 1 Introduction -- 2 Background -- 3 Dataset Description -- 4 Methodology -- 4.1 Semi-supervised Label Propagation -- 4.2 Physics-Informed Genetic Fuzzy System -- 5 Results and Discussion -- 6 Conclusion -- References -- The Constraint Interval Theory: A Solution for Interval Differential Equations -- 1 Introduction -- 2 Standard Interval Arithmetic and Constraint Interval Arithmetic -- 3 Solution of Initial Value Problem for Interval Linear Differential Equations System -- 4 Conclusion -- References -- Classification of Rice Using Genetic Fuzzy Cascading System -- 1 Introduction -- 1.1 Need of Fuzzy Techniques for Explainable AI (XAI) -- 1.2 Genetic Fuzzy Systems and Cascading -- 1.3 Classification of Rice -- 2 Methodology -- 2.1 Fuzzy Inference System (FIS) -- 2.2 Fuzzy Cascading -- 2.3 Genetic Algorithm -- 3 Results -- 4 Conclusion -- 4.1 Challenges and Future Work -- References -- On a New Contrapositivisation Technique for Fuzzy Implications Constructed from Grouping Functions -- 1 Introduction -- 2 Preliminaries -- 3 Contrapositivisation Techniques. ; 4 (G,N)-Contrapositivisation -- 5 Final Remarks -- References -- Genetically Trained Fuzzy Cognitive Maps for Effects Based Operations -- 1 Introduction -- 2 Methodology -- 2.1 Forward Propagating Knowledge Graph Solution -- 2.2 Genetic Source-Determination Knowledge Graph Solution -- 2.3 Fuzzy Inference System Integration -- 3 Results and Discussion -- 3.1 Forward Propagating Solver Results -- 3.2 Genetic Source-Determination Results -- 4 Conclusions and Future Work -- References -- Genetic Fuzzy Controller for the Homicidal Chauffeur Differential Game -- 1 Introduction -- 1.1 Related Work on the Homicidal Chauffeur -- 2 Methodology -- 2.1 Optimal Control Solution -- 2.2 Genetic Fuzzy System -- 2.3 Noise Addition -- 3 Results -- 3.1 Results of Noise Added -- 4 Discussion -- 5 Summary and Conclusions -- References -- Use of Fuzzy PID Controller for Pitch Control of a Wind Turbine -- 1 Introduction -- 2 Background and Preliminaries -- 2.1 Wind Turbine Model -- 2.2 Genetic Algorithm -- 2.3 Genetic Fuzzy System -- 3 Methodology -- 4 Results -- 5 Conclusion and Future Works -- References -- Special Tolerance Left Solution for Course Assignment Problem with Interval Workload Constraint -- 1 Introduction -- 2 Special Tolerance Left Solution to System of Interval Linear Equations -- 2.1 Definition and Characteristics of Tolerance Solution to System of Interval Linear Equations -- 2.2 Definition and Characteristics of Special Tolerance Left Solution to System of Interval Linear Equations -- 3 Course Assignment Problem with Interval Workload Constraint -- 4 Results -- 5 Conclusion -- References -- Passive Fault-Tolerant Control Scheme for Nonlinear Level Control System with Parameter Uncertainty and Actuator Fault -- 1 Introduction -- 2 Uncertain Benchmark Level Control System -- 2.1 Uncertain Benchmark Two-Tank Level Control System. ; 2.2 Benchmark Two-Tank Level Control System Mathematical Modeling -- 3 Proposed Methodology for Passive FTC -- 3.1 Data Generation Layer -- 3.2 Pre-processing Layer -- 3.3 Training Layer -- 4 Implementation and Results -- 4.1 Implementation Setup -- 4.2 Simulation Results -- 5 Conclusion and Future Work -- References -- Can Physically-Trained Genetic Fuzzy Learning Algorithm Improve Pitch Control in Wind Turbines? -- 1 Introduction -- 2 WT Model -- 3 Genetic Fuzzy Methodology -- 3.1 Genetic Algorithm -- 3.2 Training the GFS -- 3.3 Structure of the GFS -- 4 Results -- 4.1 Training the GFS -- 4.2 Testing the GFS -- 5 Conclusions and Future Work -- References -- Generating Interval Type-2 Fuzzy Inputs from Smoothed Data for Fuzzy Rule-Based Systems -- 1 Introduction -- 2 Some Background Information -- 2.1 Type-1 and Type-2 Fuzzy Sets -- 2.2 Non-Singleton Fuzzy Logic Systems -- 2.3 Smoothing Using Penalized Least Squares Regression -- 2.4 Signal-to-Noise Ratio -- 3 Problem Statement and Methodology -- 3.1 Algorithm 1: Stable Noise in Both Training and Test Sets -- 3.2 Algorithm 2: Varying Noise Levels in the Application Phase -- 4 Experimental Results in Time Series Prediction -- 5 Concluding Remarks -- References -- Subsethood Measures on a Bounded Lattice of Continuous Fuzzy Numbers with an Application in Approximate Reasoning -- 1 Introduction -- 2 Some Mathematical Background on Lattice Theory and Subsethood Measures -- 3 Some Facts Regarding Subsethood and Inclusion Measures -- 4 A Bounded Lattice of Continuous Fuzzy Numbers for Analogical Reasoning -- 5 An Outline of an Application in Mechanical Condition Monitoring -- 6 Conclusions -- References -- Why Ideas First Appear in Informal Form? Why It Is Very Difficult to Know Yourself? Fuzzy-Based Explanation -- 1 Formulation of the Problem. ; 2 Analysis of the Problem Explains the Need for Informal Ideas.
• Titolo autorizzato: Applications of fuzzy techniques
• ISBN: 3-031-16038-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910627275403321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems