An axiomatic approach to the definition of the entropy of a discrete Choquet capacity

نویسندگان

  • Ivan Kojadinovic
  • Jean-Luc Marichal
  • Marc Roubens
چکیده

An axiomatization of the concept of entropy of a discrete Choquet capacity is given. It is based on three axioms: the symmetry property, a boundary condition for which the entropy reduces to the classical Shannon entropy, and a generalized version of the well-known recursivity property. This entropy, recently introduced to extend the Shannon entropy to nonadditive measures, fulfills several properties considered as requisites for defining an entropy-like measure of uncertainty. An interpretation of it in the framework of aggregation by the discrete Choquet integral is given as well.

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عنوان ژورنال:
  • Inf. Sci.

دوره 172  شماره 

صفحات  -

تاریخ انتشار 2005