Complexity Management in Fuzzy Systems: A Rule Base Compression Approach

by Alexander Gegov

Book Overview

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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• Format: Paperback
• Language: English
• ISBN: 3642072518
• ISBN13: 9783642072512
• Release Date: November 2010
• Publisher: Springer
• Length: 349 Pages
• Weight: 1.13 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"