کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6856746 1437969 2018 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Choquet functional and it's applications in information theory
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Choquet functional and it's applications in information theory
چکیده انگلیسی
In this paper, we first focus on a general functional satisfying only monotonicity, positive homogeneity and translation-invariance axioms, which includes several well-known concepts such as Choquet integral, natural risk statistics and OWA risk statistics. Then a general version of Jensen's inequality for this functional is studied. As an application, we also present some important results to f-divergence for non-additive measures. Finally, the lower bounds of variation and Hellinger distances between two monotone measures are given.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volumes 433–434, April 2018, Pages 306-312
نویسندگان
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