Mathematics of Fuzzy Sets and Fuzzy Logic

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Last edited by ImportBot
August 22, 2020 | History

Mathematics of Fuzzy Sets and Fuzzy Logic

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This book presents a mathematically-based introduction into the fascinating topic of Fuzzy Sets and Fuzzy Logic and might be used as textbook at both undergraduate and graduate levels and also as reference guide for mathematician, scientists or engineers who would like to get an insight into Fuzzy Logic.

Fuzzy Sets have been introduced by Lotfi Zadeh in 1965 and since then, they have been used in many applications. As a consequence, there is a vast literature on the practical applications of fuzzy sets, while theory has a more modest coverage. The main purpose of the present book is to reduce this gap by providing a theoretical introduction into Fuzzy Sets based on Mathematical Analysis and Approximation Theory. Well-known applications, as for example fuzzy control, are also discussed in this book and placed on new ground, a theoretical foundation. Moreover, a few advanced chapters and several new results are included. These comprise, among others, a new systematic and constructive approach for fuzzy inference systems of Mamdani and Takagi-Sugeno types, that investigates their approximation capability by providing new error estimates.

Publish Date
Language
English
Pages
326

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Previews available in: English

Edition Availability
Cover of: Mathematics of Fuzzy Sets and Fuzzy Logic
Mathematics of Fuzzy Sets and Fuzzy Logic
Jan 28, 2015, Springer
paperback
Cover of: Mathematics of Fuzzy Sets and Fuzzy Logic
Mathematics of Fuzzy Sets and Fuzzy Logic
2013, Springer Berlin Heidelberg, Imprint: Springer
electronic resource / in English
Cover of: Mathematics of Fuzzy Sets and Fuzzy Logic
Mathematics of Fuzzy Sets and Fuzzy Logic
2012, Springer Berlin / Heidelberg
in English

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Book Details


Table of Contents

<p>1 Fuzzy Sets
<p>2 Fuzzy Set-Theoretic Operations
<p>3 Fuzzy Relations
<p>4 Fuzzy numbers
<p>5 Fuzzy Arithmetic
<p>6 Fuzzy Inference
<p>7 Single Input Single Output Fuzzy Systems
<p>8 Fuzzy Analysis
<p>9 Fuzzy Differential Equations
<p>10 Extensions of Fuzzy Set Theory
<p>11 Possibility Theory
<p>12 Fuzzy Clustering
<p>13 Fuzzy Transform
</p><p>14 Arti cial Neural Networks and Neuro-Fuzzy Systems.</p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p>.

Edition Notes

Published in
Berlin, Heidelberg
Series
Studies in Fuzziness and Soft Computing -- 295

Classifications

Dewey Decimal Class
006.3
Library of Congress
Q342, QA248.5 .B43 2013

The Physical Object

Format
[electronic resource] /
Pagination
XII, 326 p. 75 illus.
Number of pages
326

ID Numbers

Open Library
OL27073385M
Internet Archive
mathematicsfuzzy00bede
ISBN 13
9783642352218
LCCN
2012953384

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August 22, 2020 Edited by ImportBot import existing book
July 5, 2019 Created by MARC Bot import new book