Complexity Management in Fuzzy Systems

Name: Complexity Management in Fuzzy Systems
Brand: Springer, Berlin
SKU: 9783642072512
Price: 99.65 EUR
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A Rule Base Compression Approach

Autor: Alexander Gegov

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

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This book presents a systematic study on the inherent complexity in fuzzy systems, resulting from th...

Informácie o knihe

Autor

Alexander Gegov

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

349

EAN

9783642072512

ISBN

3642072518

Enbook ID

01652410

Vydavateľ

Springer, Berlin

Hmotnosť

512

Rozmery

155 x 235 x 20

Kompletný popis

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 simplification of fuzzy rule bases, which are illustrated by algorithms as well as results from numerous examples and two case studies. The results are directly applicable or easily extendable to a wide class of fuzzy systems and detailed benchmarks for expanding these systems to new areas such as fuzzy networks and fuzzy multi-agent systems are introduced. The intended readers are people from both academia and industry, who would be interested in building and implementing advanced fuzzy systems.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 simplification of fuzzy rule bases.

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Complexity Management in Fuzzy Systems

A Rule Base Compression Approach

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