عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783662118078
(Number (ISBN
9783790818819
NATIONAL BIBLIOGRAPHY NUMBER
Number
b407906
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Fuzzy and Neural: Interactions and Applications
General Material Designation
[Book]
First Statement of Responsibility
by James J. Buckley, Thomas Feuring.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Physica,
Date of Publication, Distribution, etc.
1998.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
25
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
1. Introduction -- 2. Fuzzy Sets and Fuzzy Functions -- 3. Neural Nets -- 4. First Approximation Results -- 5. Hybrid Neural Nets -- 6. Neural Nets Solve Fuzzy Problems -- 7. Fuzzy Neural Nets -- 8. Second Approximation Results -- 9. Hybrid Fuzzy Neural Nets -- 10. Applications of Hybrid Fuzzy Neural Nets and Fuzzy Neural Nets -- 11. Fuzzy Teaching Machine -- 12. Summary, Future Research and Conclusions.
0
SUMMARY OR ABSTRACT
Text of Note
This book is about recent research area described as the intersection of fuzzy sets, (layered, feedforward) neural nets and evolutionary algorithms. Also called "soft computing". The treatment is elementary in that all "proofs" have been relegated to the references and the only mathematical prerequisite is elementary differential calculus. No previous knowledge of neural nets nor fuzzy sets is needed. Most of the discussion centers around the authors' own research in this area over the last ten years. The book brings together results on: (1) approximations between neural nets and fuzzy systems; (2) building hybrid neural nets for fuzzy systems; (3) approximations between fuzzy neural nets for fuzzy systems. New results include the use of evolutionary algorithms to train fuzzy neural nets and the introduction of a "fuzzy teaching machine". The interaction between fuzzy and neural is also illustrated in the use of neural nets to solve fuzzy problems and the use of fuzzy neural nets to solve the "overfitting" problem of regular neural nets. Besides giving a comprehensive theoretical survey of these results the authors also survey the unsolved problems in this exciting, new, area of research.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783662118078
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Management information systems.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Buckley, James J.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Feuring, Thomas.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301082400.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
