کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4944300 1437983 2017 35 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Implicit averaging functions
ترجمه فارسی عنوان
توابع متوسط ​​محاسبه
کلمات کلیدی
تابع جمع آوری، عملکرد متوسط عملکرد مخلوط، مرتب وزنی متوسط، معادل شبیه سازی شده با وزنی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
We propose a new type of weighted averaging functions given implicitly as a solution to an algebraic equation. The main ingredient is incorporation of weights performed by using a function different to the product. Strict triangular norms are one example of such functions. We show that the weights should be normalized in this case differently to the usual sum to one condition. We establish the conditions under which the implicit averages are well defined, are idempotent, monotone and bounded by the minimum and maximum of their arguments. We present many examples of implicit averages, some of which recover the existing families of functions while others define new families. In particular we provide new generalizations of power means, density based averages and weighted OWA functions.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 417, November 2017, Pages 96-112
نویسندگان
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