Sivanandam S.N., Sumathi S., Deepa S.N. Introduction to Fuzzy Logic Using MatLAB

Springer, 2006. — 430 p.Fuzzy Logic, at present is a hot topic, among academicians as well various programmers. This book is provided to give a broad, in-depth overview of the field of Fuzzy Logic. The basic principles of Fuzzy Logic are discussed in detail with various solved examples. The different approaches and solutions to the problems given in the book are well balanced and pertinent to the Fuzzy Logic research projects. The applications of Fuzzy Logic are also dealt to make the readers understand the concept of Fuzzy Logic. The solutions to the problems are programmed using MatLAB 6.0 and the simulated results are given. The MatLAB Fuzzy Logic toolbox is provided for easy reference.Fuzzy Logic.
Mat LAB – An Overview.Classical Sets and Fuzzy Sets.Classical Set.
Fuzzy Sets.Classical and Fuzzy Relations.Cartesian Product of Relation.
Classical Relations.
Fuzzy Relations.
Tolerance and Equivalence Relations.Membership Functions.Features of Membership Function.
Classification of Fuzzy Sets.
Fuzzification.
Membership Value Assignments.
Solved Examples.Defuzzification.Lambda Cuts for Fuzzy Sets.
Lambda Cuts for Fuzzy Relations.
Defuzzification Methods.
Solved Examples.Fuzzy Rule-Based System.Formation of Rules.
Decomposition of Rules.
Aggregation of Fuzzy Rules.
Properties of Set of Rules.
Fuzzy Inference System.
Solved Examples.Fuzzy Decision Making.Fuzzy Ordering.
Individual Decision Making.
Multi-Person Decision Making.
Multi-Objective Decision Making.
Fuzzy Bayesian Decision Method.Applications of Fuzzy Logic.
Fuzzy Logic in Power Plants.
Fuzzy Logic Applications in Data Mining.
Fuzzy Logic in Image Processing.
Fuzzy Logic in Biomedicine.
Fuzzy Logic in Industrial and Control Applications.
Fuzzy Logic in Automotive Applications.
Application of Fuzzy Expert System.
Fuzzy Logic Applications in Power Systems.
Fuzzy Logic in Control.
Fuzzy Pattern Recognition.Fuzzy Logic Projects with MatLAB.
Fuzzy Logic Control of a Switched Reluctance Motor.
Modelling and Fuzzy Control of DC Drive.
Fuzzy Rules for Automated Sensor Self-Validation and Confidence Measure.
FLC of Cart.
A Simple Fuzzy Excitation Control System (AVR) in Power System Stability Analysis.
A Low Cost Speed Control System of Brushless DC Motor Using Fuzzy Logic.
Appendix A Fuzzy Logic in MatLAB.