کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
391039 661334 2008 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A strong consistency result for fuzzy relative frequencies interpreted as estimator for the fuzzy-valued probability
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A strong consistency result for fuzzy relative frequencies interpreted as estimator for the fuzzy-valued probability
چکیده انگلیسی

The unavoidable imprecision of measurements of continuous physical quantities can be modelled by using the concept of fuzzy numbers and fuzzy vectors. Concerning a quantitative usage of such data the classical concept of relative frequencies for real data has to be extended to so-called fuzzy relative frequencies for fuzzy data, whereby the fuzzy relative frequency of a set is a fuzzy number. Analogous to A. Dempster's interval-valued probabilities induced by multi-valued mappings fuzzy-valued probabilities induced by fuzzy random vectors are considered and analyzed. It is proved that fuzzy relative frequencies can be interpreted as strongly consistent estimator for the corresponding fuzzy-valued probability.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 159, Issue 3, 1 February 2008, Pages 259-269