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Probabilistic Analysis of Belief Functions

Language EnglishEnglish
Book Paperback
Book Probabilistic Analysis of Belief Functions Ivan Kramosil
Libristo code: 02074675
Publishers Springer-Verlag New York Inc., September 2012
This volume is a highly theoretical and mathematical study analyzing the notion and theory of belief... Full description
? points 304 b
121.31
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This volume is a highly theoretical and mathematical study analyzing the notion and theory of belief functions, also known as the Dempster-Shafer theory, from the point of view of the classical Kolmogorov axiomatic probability theory. In other terms, the theory of belief functions is taken as an interesting, non-traditional application of probability theory, and the standard methodology of probability theory, and measure theory in general, is applied in order to arrive at some new and perhaps interesting generalizations and results not accessible within the classical combinatorial framework of the theory of belief functions (Dempster-Shafer theory) over finite spaces. The relation to great systems and their theory seems to be very close and should become clear from the first two chapters of the book.

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