Crisp set tuning of membership functions in fuzzy logic inference systems by probabilit density functions

المؤلفون المشاركون

Mollazade, Kaveh
Yari, Farshid
Khudai, Jala

المصدر

ZANCO Journal of Pure and Applied Sciences

الناشر

جامعة صلاح الدين قسم النشر العلمي

تاريخ النشر

2019-06-30

دولة النشر

العراق

عدد الصفحات

7

التخصصات الرئيسية

هندسة العمارة

الملخص الإنجليزي

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

نوع البيانات

أوراق مؤتمرات

رقم السجل

BIM-894643

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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