Generalized Statistics Framework for Rate Distortion Theory

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dc.creatorVenkatesan, R. C.
dc.creatorPlastino, A.
dc.date2006-11-21
dc.date2009-02-10
dc.date.accessioned2026-07-07T12:39:32Z
dc.date.available2026-07-07T12:39:32Z
dc.descriptionVariational principles for the rate distortion (RD) theory in lossy compression are formulated within the ambit of the generalized nonextensive statistics of Tsallis, for values of the nonextensivity parameter satisfying $ 0 < q < 1 $ and $ q > 1 $. Alternating minimization numerical schemes to evaluate the nonextensive RD function, are derived. Numerical simulations demonstrate the efficacy of generalized statistics RD models.
dc.description31 pages, 2 figures. Minor formatting and typographical changes
dc.identifierhttps://arxiv.org/abs/cond-mat/0611567
dc.identifierhttp://arxiv.org/abs/cond-mat/0611567
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/219145
dc.subjectStatistical Mechanics
dc.subjectInformation Theory
dc.titleGeneralized Statistics Framework for Rate Distortion Theory
dc.typetext

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