Title of article :
A generalization of local divergence measures Original Research Article
Author/Authors :
Carlo Bertoluzza، نويسنده , , Pedro Miranda، نويسنده , , Pedro Gil، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2005
Abstract :
In this paper we propose a generalization of the concept of the local property for divergence measures. These new measures will be called g-local divergence measures, and we study some of their properties. Once this family is defined, a characterization based on Ling’s theorem is given. From this result, we obtain the general form of g-local divergence measures as a function of the divergence in each element of the reference set; this study is divided in three parts according to the cardinality of the reference set: finite, infinite countable or non-countable. Finally, we study the problem of componible divergence measures as a dual concept of g-local divergence measures.
Keywords :
Divergence measures , Local property , Ling’s theorem , Componibility
Journal title :
International Journal of Approximate Reasoning
Journal title :
International Journal of Approximate Reasoning