Modeling uncertainty with fuzzy logic : with recent theory and applications /
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Author / Creator: | Celikyilmaz, Asli. |
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Imprint: | Berlin ; Heidelberg : Springer, ©2009. |
Description: | 1 online resource. |
Language: | English |
Series: | Studies in fuzziness and soft computing ; v. 240 Studies in fuzziness and soft computing ; v. 240. |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11072570 |
Other authors / contributors: | Turksen, I. Burhan, 1937- |
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ISBN: | 9783540899242 3540899243 3540899235 9783540899235 |
Notes: | Includes bibliographical references. Print version record. |
Summary: | The objective of this book is to present an uncertainty modeling approach using a new type of fuzzy system model via "Fuzzy Functions". Since most researchers on fuzzy systems are more familiar with the standard fuzzy rule bases and their inference system structures, many standard tools of fuzzy system modeling approaches are reviewed to demonstrate the novelty of the structurally different fuzzy functions, before we introduced the new methodologies. To make the discussions more accessible, no special fuzzy logic and system modeling knowledge is assumed. Therefore, the book itself may be a reference for some related methodologies to most researchers on fuzzy systems analyses. For those readers, who have knowledge of essential fuzzy theories, Chapter 1, 2 should be treated as a review material. Advanced readers ought to be able to read chapters 3, 4 and 5 directly, where proposed methods are presented. Chapter 6 demonstrates experiments conducted on various datasets. |
Other form: | Print version: Celikyilmaz, A. Modeling uncertainty with fuzzy logic. Berlin : Springer, 2009 3540899235 |
Standard no.: | 9786612069062 |
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