A Course In Fuzzy Systems and Control (IE-Paperback)

<內容簡介>

　The Mathematics of Fuzzy Systems and Control

§  2    Fuzzy Sets and Basic Operations on Fuzzy Sets

§  3    Further Operations on Fuzzy Sets

§  4    Fuzzy Relations and the Extension Principle

§  5    Linguistic Variables and Fuzzy IF-THEN Rules

§  6    Fuzzy Logic and Approximate Reasoning

II　Fuzzy Systems and Their Properties

§  7    Fuzzy Rule Base and Fuzzy Inference Engine

§  8    Fuzzifiers and Defuzzifiers

§  9    Fuzzy Systems as Nonlinear Mappings

§  10  Approximation Properties of Fuzzy Systems I

§  11  Approximation Properties of Fuzzy Systems II

III　Design of Fuzzy Systems from Input-Output Data

§  12  Design of Fuzzy Systems Using A Table Look-Up Scheme

§  13  Design of Fuzzy Systems Using Gradient Descent Training

§  14  Design of Fuzzy Systems Using Recursive Least Squares

§  15  Design of Fuzzy Systems Using Clustering

IV　Nonadaptive Fuzzy Control

§  16  The Trial-and-Error Approach to Fuzzy Controller Design 

§  17  Fuzzy Control of Linear Systems I: Stable Controllers

§  18  Fuzzy Control of Linear Systems II: Optimal and Robust Controllers

§  19  Fuzzy Control of Nonlinear Systems I: Sliding Control

§  20  Fuzzy Control of Nonlinear Systems II: Supervisory Control

§  21  Fuzzy Control of Fuzzy System Models

§  22  Qualitative Analysis of Fuzzy Control and Hierarchical Fuzzy Systems 

V　Adaptive Fuzzy Control

§  23  Basic Adaptive Fuzzy Controllers I

§  24  Basic Adaptive Fuzzy Controllers II

§  25  Advanced Adaptive Fuzzy Controllers I

§  26  Advanced Adaptive Fuzzy Controllers II

VI　Miscellaneous Topics

§  27  The Fuzzy C-Means Algorithm 

§  28  Fuzzy Relation Equations

§  29  Fuzzy Arithmetic

§  30  Fuzzy Linear Programming

§  31  Possibility Theory