First Course on Fuzzy Theory and Applications

Kwang H. Lee - Collection Advances in Soft Computing

335 pages, parution le 27/10/2004

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Résumé

The series Advances in Soft Computing contains publications on various areas within the so-called soft computing which include fuzzy sets, rough sets, neural networks, evolutionary computations, probabilistic and evidential reasoning, multivalued logic, and related fields. The publications within Advances in Soft Computing are primarily textbooks and proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicational character. An important characteristic feature of the series is a short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results.

This basic textbook gives an easily accessible introduction to fuzzy theory and its applications. It provides basic and concrete concepts of the field in a self-contained, condensed and understandable style. This First Course on Fuzzy Theory and Applications includes numerous examples, descriptive illustrations and figures of the basic concepts, as well as exercises at the end of each chapter. The author has long time experience in teaching on fuzzy theory and its applications and continuously developed and summarized his didactic lecture notes into this book. This book can be used in introductory graduate and undergraduate courses in fuzziness and soft computing and is recommendable to students, scientists, engineers, or professionals in the field for self-study.

Sommaire

Fuzzy Sets
The Operation of Fuzzy Set
Fuzzy Relation and Composition
Fuzzy Graph and Relation
Fuzzy Number
Fuzzy Function
Probability and Uncertainty
Fuzzy Logic
Fuzzy Inference
Fuzzy Control and Fuzzy Expert Systems
Fusion of Fuzzy System and Neural Networks
Fusion of Fuzzy System and Genetic Algorithms

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Kwang H. Lee
Collection	Advances in Soft Computing
Parution	27/10/2004
Nb. de pages	335
Format	15,5 x 23,5
Couverture	Broché
Poids	527g
Intérieur	Noir et Blanc
EAN13	9783540229889