کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
393194 665577 2012 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Cross-entropy measure of uncertain variables
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Cross-entropy measure of uncertain variables
چکیده انگلیسی

ross-entropy is a measure of the difference between two distribution functions. In order to deal with the divergence of uncertain variables via uncertainty distributions, this paper aims at introducing the concept of cross-entropy for uncertain variables based on uncertain theory, as well as investigating some mathematical properties of this concept. Several practical examples are also provided to calculate uncertain cross-entropy. Furthermore, the minimum cross-entropy principle is proposed in this paper. Finally, a study of generalized cross-entropy for uncertain variables is carried out.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 201, 15 October 2012, Pages 53–60
نویسندگان
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