Fuzzy Systems and Applications

✍ Scribed by Zoran Gacovski (editor)

• Publisher: Arcler Press
• Year: 2024
• Tongue: English
• Leaves: 420
• Category: Library

✦ Synopsis

Fuzzy systems have largely replaced conventional technologies in a large number of scientific applications and engineering systems, especially in the field of control systems and pattern recognition. This book covers different topics from fuzzy systems and applications, including fuzzy sets theory, fuzzy-based expert systems, fuzzy control systems and fuzzy applications in different domains.

✦ Table of Contents

Cover
HalfTitle Page
Title Page
Copyright
Declaration
About the Editor
Table of Contents
List of Contributors
List of Abbreviations
Preface
Section 1: Fuzzy Sets Theory
Chapter 1: Gradual Sets: An Approach to Fuzzy Sets
Abstract
Introduction
Gradual Elements
Gradual Subsets
Gradual Subgroups
Conclusion
Data Availability
Disclosure
Conflicts of Interest
Acknowledgments
References
Chapter 2: The Approach to Probabilistic Decision-Theoretic Rough Set in Intuitionistic Fuzzy Information Systems
Abstract
Keywords
Introduction
Preliminaries
Decision-theoretic Rough Set Based on Fuzzy Probability Approximation Space
Case Study
Decision-theoretic Based on if Probability Information System
Case Study
Conclusions
References
Chapter 3: Novel Generalized Divergence Measure on Intuitionistic Fuzzy Sets and Its Application
Abstract
Introduction
Preliminaries
New Parametric Divergence Measure on IFS
Drawbacks of Other Measures of Divergence for IFS
Application
Conclusion
References
Section 2: Fuzzy Sets Theory
Chapter 4: A Guide to Integrating Expert Opinion and Fuzzy AHP When Generating Weights for Composite Indices
Abstract
Literature Review
Methodology
Discussion
Conclusion and Future Research
References
Chapter 5: Enhanced Fuzzy Delphi Method in Forecasting and Decision-Making
Abstract
Introduction
Preliminaries
Notations and Remarks
Fuzzy Delphi Method
Numerical Example
Discussion of the Results
Conclusions and Future Works
References
Chapter 6: Fuzzy Logic Expert System for Classifying Solonchaks of Algeria
Abstract
Introduction
Materials and Methods
Results and Discussion
Conclusion
References
Chapter 7: Type-2 Fuzzy Expert System Approach for Decision-Making of Financial Assets and Investing under Different Uncertainty
Abstract
Introduction
Review of the Scientific Literature
Type-2 Fuzzy Logic System
Data and Methodology
Creating the IT2FLS Model
Results and Evaluations
Conclusion and Future Search
References
Section 3: Fuzzy Control Systems
Chapter 8: Fuzzy PID Control for Respiratory Systems
Abstract
Introduction
Mathematical Model of Respiratory Systems
Controller Design
System’s Simulations and Results
Conclusion
References
Chapter 9: Hybrid Fuzzy Controller Based Frequency Regulation in Restructured Power System
Abstract
Introduction
Generalized Bilateral Scheme
System Modeling
Fuzzy Rule Based Controller Design
Simulation Results
Conclusion
References
Chapter 10: Study on Fuzzy Self-Adaptive PID Control System of Biomass Boiler Drum Water*
Abstract
Introduction
The Design of Fuzzy Controller
The Control Rules of Fuzzy Controller
Simulation Research
Analysis of Simulation Results
References
Chapter 11: Position Tracking Control of PMSM Based on Fuzzy PID-Variable Structure Adaptive Control
Abstract
Introduction
Mathematical Model of Pmsm
Design of Fuzzy Pid-variable Structure Adaptive Controller
Proof of Stability
Simulation Verification
Experiment Verification
Conclusion
References
Section 4: Fuzzy Applications in Different Domains
Chapter 12: Design and Simulation of a Physician-Based Fuzzy System for Ventilator Adjustments in ARDS Patients to Ensure Lung Pro
Abstract
Introduction
Ards Berlin Definition
Materials and Methods
Results and Discussion
Conclusion
References
Chapter 13: Predictive Model of Humidity in Greenhouses through Fuzzy Inference Systems Applying Optimization Methods
Abstract
Introduction
Materials and Methods
Prototyping from Different Perspectives
Results and Discussion
Measurement of the Error in Models
Discussion
Conclusions
References
Chapter 14: A Novel Fuzzy Logic-Based Medical Expert System for Diagnosis of Chronic Kidney Disease
Abstract
Introduction
Related Work
Notations and Preliminaries
The Proposed Methodology
Experimental Results and Analysis
Discussion
Conclusion
References
Chapter 15: Fuzzy Systems in Education: A More Reliable System for Student Evaluation
Introduction
A Review of the Three Nodes Fuzzy Evaluation System
Three Nodes System Based on Gaussian Membership Functions
Comparison of the Methods
Conclusions
References
Index
Back Cover