کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
528083 869504 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Constructing Choquet integral-based operators that generalize weighted means and OWA operators
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Constructing Choquet integral-based operators that generalize weighted means and OWA operators
چکیده انگلیسی


• A new class of aggregation operators is proposed to generalize weighted means and OWA operators.
• SUOWA operators are defined by using Choquet integral.
• These operators are continuous, monotonic, idempotent, compensative and homogeneous of degree 1 functions.

In this paper we introduce the semi-uninorm based ordered weighted averaging (SUOWA) operators, a new class of aggregation functions that, as WOWA operators, simultaneously generalize weighted means and OWA operators. To do this we take into account that weighted means and OWA operators are particular cases of Choquet integral. So, SUOWA operators are Choquet integral-based operators where their capacities are constructed by using semi-uninorms and the values of the capacities associated to the weighted means and the OWA operators. We also show some interesting properties of these new operators and provide examples showing that SUOWA and WOWA operators are different classes of aggregation operators.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Fusion - Volume 23, May 2015, Pages 131–138
نویسندگان
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