Crisp set tuning of membership functions in fuzzy logic inference systems by probabilit density functions
Joint Authors
Mollazade, Kaveh
Yari, Farshid
Khudai, Jala
Source
ZANCO Journal of Pure and Applied Sciences
Publisher
Salahaddin University-Erbil Department of Scientific Publications
Publication Date
2019-06-30
Country of Publication
Iraq
No. of Pages
7
Main Subjects
English Abstract
Determination of threshold values of membership functions is one of the key stages in design of a fuzzy logic inference system.
This paper presents a statistical-based method using probability density functions to simplify the construction of membership functions and to fine-tune the critical points of the membership functions for the input variables.
A Mamdani-type fuzzy inference system was developed to classify potato crop into healthy and damaged groups based on the image texture features.
The results have shown a promising performance of the proposed method for design of fuzzy logic classifiers
Data Type
Conference Papers
Record ID
BIM-894643
American Psychological Association (APA)
Yari, Farshid& Mollazade, Kaveh& Khudai, Jala. 2019-06-30. Crisp set tuning of membership functions in fuzzy logic inference systems by probabilit density functions. International Conference on Engineering and Innovative Technology (2 : 2019 : Irbil, Iraq). . Vol. 31, no. 3 (Supplement) (2019), pp.243-249.Irbil Iraq : Salahaddin University-Erbil Department of Scientific Publications.
https://search.emarefa.net/detail/BIM-894643
Modern Language Association (MLA)
Khudai, Jala…[et al.]. Crisp set tuning of membership functions in fuzzy logic inference systems by probabilit density functions. . Irbil Iraq : Salahaddin University-Erbil Department of Scientific Publications. 2019-06-30.
https://search.emarefa.net/detail/BIM-894643
American Medical Association (AMA)
Yari, Farshid& Mollazade, Kaveh& Khudai, Jala. Crisp set tuning of membership functions in fuzzy logic inference systems by probabilit density functions. . International Conference on Engineering and Innovative Technology (2 : 2019 : Irbil, Iraq).
https://search.emarefa.net/detail/BIM-894643