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Fuzzy Networks for Complex Systems: A Modular Rule Base Approach (Studies in Fuzziness and Soft Computing #259) book cover by Alexander Gegov
Paperback

Fuzzy Networks for Complex Systems: A Modular Rule Base Approach (Studies in Fuzziness and Soft Computing #259)

by Alexander Gegov

$149.59 / copy at 25+ copies As low as $146.19 at 100+Your best volume price

Total $3,739.75

Paperback · 290 pages Springer Berlin Heidelberg · 2012

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About the book

Fuzzy Networks for Complex Systems

This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the nodes are the interactions between the rule bases in the form of outputs fed as inputs. The concept is presented as a systematic study for improving the feasibility and transparency of fuzzy models by means of modular rule bases whereby the model accuracy and efficiency can be optimised in a flexible way. The study uses an effective approach for fuzzy rule based modelling of complex systems that are characterised by attributes such as nonlinearity, uncertainty, dimensionality and structure.The approach is illustrated by formal models for fuzzy networks, basic and advanced operations on network nodes, properties of operations, feedforward and feedback fuzzy networks as well as evaluation of fuzzy networks. The results are demonstrated by numerous examples, two case studies and software programmes within the Matlab environment that implement some of the theoretical methods from the book. The book shows the novel concept of a fuzzy network with networked rule bases as a bridge between the existing concepts of a standard fuzzy system with a single rule base and a hierarchical fuzzy system with multiple rule bases.

The book, Fuzzy Networks for Complex Systems: A Modular Rule Base Approach (Studies in Fuzziness and Soft Computing #259) [Bulk, Wholesale, Quantity] ISBN#9783642265358 in Paperback by Alexander Gegov may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer Berlin Heidelberg
Author
Alexander Gegov
Format
Paperback
Published
Dec 5, 2012
ISBN-13
9783642265358
Pages
290
Printing
Printed on demand
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