Modern Adaptive Fuzzy Control Systems
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Beschreibung
This book explains the basic concepts, theory and applications of fuzzy systems in control in a simple unified approach with clear ex-amples and simulations in the MATLAB programming language. Fuzzy systems, especially, type-2 neuro-fuzzy systems, are now used extensively in various engineering fields for different purposes. In plain language, this book aims to practically explain fuzzy sys-tems and different methods of training and optimizing these systems. For this purpose, type-2 neuro-fuzzy systems are first analyzed along with various methods of training and optimizing these systems through implementation in MATLAB. These systems are then em-ployed to design adaptive fuzzy controllers. The authors aim at pre-senting all the well-known optimization methods clearly and code them in the MATLAB language.
This book explains the basic concepts, theory and applications of fuzzy systems in control in a simple unified approach with clear ex-amples and simulations in the MATLAB programming language. Fuzzy systems, especially, type-2 neuro-fuzzy systems, are now used extensively in various engineering fields for different purposes. In plain language, this book aims to practically explain fuzzy sys-tems and different methods of training and optimizing these systems. For this purpose, type-2 neuro-fuzzy systems are first analyzed along with various methods of training and optimizing these systems through implementation in MATLAB. These systems are then em-ployed to design adaptive fuzzy controllers. The authors aim at pre-senting all the well-known optimization methods clearly and code them in the MATLAB language.
Practically explains fuzzy systems and different methods of training and optimizing these systems Demonstrates the analysis and optimization of type-2 neuro-fuzzy systems Presents all well-known optimization methods clearly and shows how to code them in MATLAB
Autor*in
Ardashir Mohammadzadeh
Themen in »Modern Adaptive Fuzzy Control Systems«
Fuzzy Control Systems Adaptive Fuzzy Control Systems MATLAB Type-2 Fuzzy Systems
Stimmen zu »Modern Adaptive Fuzzy Control Systems«
“The book is good for researchers to get to know different fuzzy systems and adaptive fuzzy controller design method.” (Zhiguang Feng, Mathematical Reviews, February, 2024)
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