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Título: | On the f-divergence for non-additive measures |
Autor: | Torra, Vicenç CSIC ORCID; Narukawa, Yasuo; Sugeno, Michio | Palabras clave: | Radon-Nikodym derivative Non-additive measures Hellinger distance Fuzzy measures Choquet integral Capacities |
Fecha de publicación: | 2016 | Editor: | Elsevier | Citación: | Fuzzy Sets and Systems 292: 364- 379 (2016) | Resumen: | The f-divergence evaluates the dissimilarity between two probability distributions defined in terms of the Radon-Nikodym derivative of these two probabilities. The f-divergence generalizes the Hellinger distance and the Kullback-Leibler divergence among other divergence functions. In this paper we define an analogous function for non-additive measures. We discuss them for distorted Lebesgue measures and give examples. Examples focus on the Hellinger distance. | URI: | http://hdl.handle.net/10261/136962 | DOI: | 10.1016/j.fss.2015.07.006 | Identificadores: | doi: 10.1016/j.fss.2015.07.006 issn: 0165-0114 |
Aparece en las colecciones: | (IIIA) Artículos |
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