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Rough Sets and Other Mathematics: Ten Research Programs Read chapter Read first chapter

2015 | OriginalPaper | Chapter

Specificity Based Defuzzification in Approximate Reasoning

Authors : Asim Pal, Swapan Raha

Published in: Facets of Uncertainties and Applications

Publisher: Springer India

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Abstract

In this paper, an attempt is made to introduce a new defuzzification scheme to be used in case there are a number of clipped fuzzy sets in the output of a fuzzy system. Approximate reasoning with this defuzzification scheme is proposed. A number of defuzzification methods existing in literature are reviewed here. A comparative study with our method has been made. The results are illustrated with a DC shunt motor for better understanding.

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previous chapter An Evolutionary Approach to Secondary Membership Function Selection in Generalized Type-2 Fuzzy Sets
next chapter Proto-Fuzzy Concepts Generation Technique Using Fuzzy Graph
Literature
1.
Drainkov, D., Hellendoorn, H., Reinfrank, M.: An Introduction to Fuzzy Control. Narosa Publishing House, New Delhi (1996)CrossRef
2.
Dubois, D., Prades, H.: Fuzzy sets in approximate reasoning, part I: inference with possibility distribution. Fuzzy Sets Syst. 40, 143–202 (1991)CrossRef
3.
Yager, R.R.: Measuring tranquility and anxiety in decision making: an application of fuzzy sets. Int. J. Gen. Syst. 8, 139–146 (1982)MathSciNetCrossRef
4.
Mondal, B., Mazumdar, D., Raha, S.: Similarity in approximate reasoning. Int. J. Comput. Cogn. 4(3), 46–56 (2006)
5.
Goralczany, M.B., Kiszka, J., Stachowicz, M.: Some problems of studying adequacy of fuzzy models. In: Yager, R.R., (ed.) Fuzzy Set and Possibility Theory. pp. 14–31, Pergamon Press, USA (1982)
Metadata
Title
Specificity Based Defuzzification in Approximate Reasoning
Authors
Asim Pal
Swapan Raha
Copyright Year
2015
Publisher
Springer India
Book
Facets of Uncertainties and Applications

Print ISBN: 978-81-322-2300-9

Electronic ISBN: 978-81-322-2301-6

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-81-322-2301-6_4

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