کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
389224 661113 2015 21 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Averaging operators in fuzzy classification systems
ترجمه فارسی عنوان
اپراتورهای به طور متوسط ​​در سیستم های طبقه بندی فازی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

The averaging operators used for aggregation of outputs of fuzzy classification rules are examined. Several methods used in fuzzy rule-based classification systems are discussed and related multi-polar averaging operators are shown. Further, new aggregation methods based on the idea used for the definition of OWA operators are described. The connection between multi-polar averaging operators and the multi-polar Choquet integral is shown and using this connection the conditions under which are the respective averaging operators monotone are studied. Several examples of special multi-polar OWA operators with a relation to existing bipolar aggregation operators are included.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 270, 1 July 2015, Pages 53–73
نویسندگان
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