Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems
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Beschreibung
This book develops a set of reference methods capable of modeling uncertainties existing in membership functions, and analyzing and synthesizing the interval type-2 fuzzy systems with desired performances. It also provides numerous simulation results for various examples, which fill certain gaps in this area of research and may serve as benchmark solutions for the readers. Interval type-2 T-S fuzzy models provide a convenient and flexible method for analysis and synthesis of complex nonlinear systems with uncertainties.
This book develops a set of reference methods capable of modeling uncertainties existing in membership functions, and analyzing and synthesizing the interval type-2 fuzzy systems with desired performances. It also provides numerous simulation results for various examples, which fill certain gaps in this area of research and may serve as benchmark solutions for the readers.
Interval type-2 T-S fuzzy models provide a convenient and flexible method for analysis and synthesis of complex nonlinear systems with uncertainties.
The first book on modeling, analysis and synthesis of interval type-2 TS fuzzy systems Develops a uniform accurate method which is capable of dealing with uncertainties existing in the membership functions Presents a systematic procedure of analysis and synthesis of the interval type-2 fuzzy systems with several system performance indexes Provides numerous simulation results for various examples, which fill certain gaps in this area of reach and may serve as benchmark solutions for the readers Extends the proposed method and corresponding formulations to static analysis Includes supplementary material: sn.pub/extras
Autor*in
Hongyi Li
Themen in »Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems«
interval type-2 fuzzy sets TS fuzzy systems uncertainty fuzzy control fuzzy filtering fault detection tracking control model reduction optimal control
Stimmen zu »Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems«
“In this book the authors present analysis and control methods for interval type – 2 (IT2) Takagi-Sugeno (TS) fuzzy systems. … Throughout the book, the theoretical results are illustrated by numerical examples. … It may serve as a useful textbook for researchers and graduate students working in the field of type-2 TS systems based control.” (Zsófia Lendek, Mathematical Reviews, April, 2017)
“This research monograph covers an important and timely topic of control of fuzzy model-based systems … . In summary, the book is a valuable addition to the collection of readings on fuzzy control engineering.” (Witold Pedrycz, zbMATH 1353.93003, 2017)
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