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Piecewise linear approximation of fuzzy numbers using fuzzy clustering method

عنوان مقاله: Piecewise linear approximation of fuzzy numbers using fuzzy clustering method
شناسه ملی مقاله: ICFUZZYS14_016
منتشر شده در چهاردهمین کنفرانس سیستم های فازی ایران در سال 1394
مشخصات نویسندگان مقاله:

Tahereh Houlari - MA degree, School of Mathematics and Computer Sciences , Damghan University , Iran,
Adabitabar Firozja - Academic member, Department of mathematics , Qaemshar Branch , Islamic Azad University , Qaemshahr , Iran

خلاصه مقاله:
In this paper , initially we define piecewise linear approximation of a fuzzy numbers by (m,n)-knot left right fuzzy numbers . Fuzzy c-means (FCMs) is an important and popular unsupervised partitioning algorithm used in several application domains such as pattern recognition , machine learning and data mining . For approximate of fuzzy numbers with (m,n)-knot left right piecewise linear fuzzy numbers , we used of FCMs method to approximate piecewise linear left and right functions of fuzzy numbers . At the end of this paper numerical examples are given.

کلمات کلیدی:
Fuzzy numbers , Approximation , fuzzy clustering method

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/730780/