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Neuro-Fuzzy Architectures and Hybrid Learning by Danuta Rutkowska (Hardcover, 2001)

About this product

About this product

Product Information

The main idea of this book is to present novel connectionist architectures of neuro-fuzzy systems, especially those based on the logical approach to fuzzy inference. In addition, hybrid learning methods are proposed to train the networks. The neuro-fuzzy architectures plus hybrid learning are considered as intelligent systems within the framework of computational and artificial intelligence. The book also provides an overview of fuzzy sets and systems, neural networks, learning algorithms (including genetic algorithms and clustering methods), as well as expert systems and perception-based systems which incorporates computing with words.

Product Identifiers

Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783790814385
eBay Product ID (ePID)
107149710

Product Key Features

Author
Danuta Rutkowska
Publication Name
Neuro-Fuzzy Architectures and Hybrid Learning
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2001
Type
Textbook
Number of Pages
288 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Volume
85
Item Weight
1340g

Additional Product Features

Title_Author
Danuta Rutkowska
Series Title
Studies in Fuzziness and Soft Computing
Country/Region of Manufacture
Germany

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