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Spectral Graph Theoretic Analysis of Tsallis Entropy-based Dissimilarity Measure

2015/04/08 by A. Ben Hamza, Hamza, A. Ben
Computer Science · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT

paper · pdf · doi:10.48550/arxiv.1504.01799

12 pages, 2 figures

arxiv created 2015/04/14 · arxiv updated 2015/04/15

Abstract

In this paper we introduce a nonextensive quantum information theoretic measure which may be defined between any arbitrary number of density matrices, and we analyze its fundamental properties in the spectral graph-theoretic framework. Unlike other entropic measures, the proposed quantum divergence is symmetric, matrix-convex, theoretically upper-bounded, and has the advantage of being generalizable to any arbitrary number of density matrices, with a possibility of assigning weights to these densities.

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