An Evolutionary Approach to Secondary Membership Function Selection in Generalized Type-2 Fuzzy Sets View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2015

AUTHORS

Reshma Kar , Amit Konar , Aruna Chakraborty , Pratyusha Rakshit

ABSTRACT

Lack of knowledge about secondary membership function acts as an impediment to using generalized type-2 fuzzy sets in real-world problems. This chapter shows a new direction to compute secondary memberships in the settings of a strategic optimization problem. It employs three strategies to design an optimization objective as a function of secondary memberships and employs differential evolution algorithm to determine secondary memberships as the optimal solution to the optimization problem. The proposed method of secondary membership function evaluation has successfully been applied to an emotion recognition problem. More... »

PAGES

33-50

Book

TITLE

Facets of Uncertainties and Applications

ISBN

978-81-322-2300-9
978-81-322-2301-6

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-81-322-2301-6_3

DOI

http://dx.doi.org/10.1007/978-81-322-2301-6_3

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1025092896


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