Complexity Management in Fuzzy Systems A Rule Base Compression Approach
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 preser...
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| Format: | eBook |
| Language: | English |
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Berlin, Heidelberg
Springer Berlin Heidelberg
2007, 2007
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| Edition: | 1st ed. 2007 |
| Series: | Studies in Fuzziness and Soft Computing
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| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 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