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Complexity management in fuzzy systems : a rule base compression approach

Author: Alexander Gegov
Publisher: Berlin ; London : Springer, ©2007.
Series: Studies in fuzziness and soft computing, v. 211.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book presents a systematic study on the inherent complexity in fuzzy systems, resulting from the large number and the poor transparency of the fuzzy rules. The study uses a novel approach for complexity management, aimed at compressing the fuzzy rule base by removing the redundancy while preserving the solution. The compression is based on formal methods for presentation, manipulation, transformation and  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Gegov, Alexander.
Complexity management in fuzzy systems.
Berlin ; London : Springer, ©2007
(DLC) 2006933536
(OCoLC)74969525
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Alexander Gegov
ISBN: 9783540388852 3540388850 1280940662 9781280940668 9786610940660 6610940665
OCLC Number: 184984546
Language Note: English.
Description: 1 online resource (xiii, 351 pages) : illustrations
Contents: Introduction --
Basic types of fuzzy rule based systems --
Rule base reduction methods for fuzzy systems --
Formal presentation of fuzzy rule based systems --
Formal manipulation of fuzzy rule based systems --
Formal manipulation with special rule bases --
Formal transformation of fuzzy rule based systems --
Formal transformation of feedback rule bases --
Formal simplification of fuzzy rule based systems --
Conclusion.
Series Title: Studies in fuzziness and soft computing, v. 211.
Responsibility: Alexander Gegov.

Abstract:

This book presents a systematic study on the inherent complexity in fuzzy systems, resulting from the large number and the poor transparency of the fuzzy rules. The study uses a novel approach for  Read more...

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From the reviews:"Prof. Gegov's book is a timely contribution to a very rapidly evolving field--as he terms it, the field of complexity management. ... book would be an important addition to the Read more...

 
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