On the symmetrized S -divergence
In this paper we worked with the relative divergence of type s , s ∈ ℝ, which include Kullback-Leibler divergence and the Hellinger and χ 2 distances as particular cases. We give here a study of the sym- metrized divergences in additive and multiplicative forms. Some ba-sic properties as symmetry, m...
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Veröffentlicht in: | ITM Web of Conferences 2019, Vol.29, p.1004 |
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Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | In this paper we worked with the relative divergence of type
s
,
s
∈ ℝ, which include Kullback-Leibler divergence and the Hellinger and χ
2
distances as particular cases. We give here a study of the sym- metrized divergences in additive and multiplicative forms. Some ba-sic properties as symmetry, monotonicity and log-convexity are estab-lished. An important result from the Convexity Theory is also proved. |
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ISSN: | 2271-2097 2431-7578 2271-2097 |
DOI: | 10.1051/itmconf/20192901004 |