عنوان

Computational Intelligence Systems and Applications

شابک

9783662003343

شابک

9783790818017

شماره

b407775

عنوان اصلي

Computational Intelligence Systems and Applications

نام عام مواد

[Book]

ساير اطلاعات عنواني

Neuro-Fuzzy and Fuzzy Neural Synergisms /

نام نخستين پديدآور

by Marian B. Gorzałczany.

محل نشرو پخش و غیره

Heidelberg :

نام ناشر، پخش کننده و غيره

Imprint: Physica,

تاریخ نشرو بخش و غیره

2002.

عنوان فروست

Studies in Fuzziness and Soft Computing,

مشخصه جلد

86

شاپا ي ISSN فروست

1434-9922 ;

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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.

شماره استاندارد بين المللي کتاب و موسيقي

9783662003343

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

مستند نام اشخاص تاييد نشده

Gorzałczany, Marian B.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301075900.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y