عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783662003343
(Number (ISBN
9783790818017
NATIONAL BIBLIOGRAPHY NUMBER
Number
b407775
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Computational Intelligence Systems and Applications
General Material Designation
[Book]
Other Title Information
Neuro-Fuzzy and Fuzzy Neural Synergisms /
First Statement of Responsibility
by Marian B. Gorzałczany.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Physica,
Date of Publication, Distribution, etc.
2002.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
86
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
Introduction -- Elements of the theory of fuzzy sets -- Essentials of artificial neural networks -- Brief introduction to genetic algorithms -- Main directions of combining artificial neural networks, fuzzy sets and evolutionary computations in designing computational intelligence systems -- Neuro-fuzzy(-genetic) system for synthesizing rule-based knowledge from data -- Rule-based neuro-fuzzy modelling of dynamic systems and designing of controllers -- Neuro-fuzzy(-genetic) rule-based classifier designed from data for intelligent decision support -- Fuzzy neural network for system modelling and control -- Fuzzy neural classifier -- Appendices.
0
SUMMARY OR ABSTRACT
Text of Note
This book presents new concepts and implementations of Computational Intelligence (CI) systems (based on neuro-fuzzy and fuzzy neural synergisms) and a broad comparative analysis with the best-known existing neuro-fuzzy systems as well as with systems representing other knowledge-discovery techniques such as rough sets, decision trees, regression trees, probabilistic rule induction etc. This presentation is preceded by a discussion of the main directions of synthesizing fuzzy sets, artificial neural networks and genetic algorithms in the framework of designing CI systems. In order to keep the book self-contained, introductions to the basic concepts of fuzzy systems, artificial neural networks and genetic algorithms are given. This book is intended for researchers and practitioners in AI/CI fields and for students of computer science or neighbouring areas.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783662003343
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Gorzałczany, Marian B.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301075900.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
