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Nonextensive triangle equality and other properties of Tsallis relative-entropy minimization (2006)

Abstract
Kullback-Leibler relative-entropy has unique properties in cases involving distributions resulting from relative-entropy minimization. Tsallis relative-entropy is a one-parameter generalization of Kullback-Leibier relative-entropy in the nonextensive thermostatistics. In this paper, we present the properties of Tsallis relative-entropy minimization and present some differences with the classical case. In the representation of such a minimum relative-entropy distribution, we highlight the use of the q-product, an operator that has been recently introduced to derive the mathematical structure behind the Tsallis statistics. One of our main results is the generalization of triangle equality of relative-entropy minimization to the nonextensive case.

Publication details
Download http://eprints.iisc.ernet.in/17988/1/4.pdf
Publisher Elsavier Science
Repository ePrints@iisc (India)
Keywords Computer Science & Automation
Type Journal Article, PeerReviewed
Relation http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6TVG-4GR32TB-6-1&_cdi=5534&_user=512776&_orig=search&_coverDate=02%2F15%2F2006&_sk=996389998&view=c&wchp=dGLbVtb-zSkWb&md5=c4433f8b1f51a425dedae9a719676f95&ie=/sdarticle.pdf
http://eprints.iisc.ernet.in/17988/