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Differential entropy and dynamics of uncertainty

期刊

JOURNAL OF STATISTICAL PHYSICS
卷 123, 期 2, 页码 315-355

出版社

SPRINGER
DOI: 10.1007/s10955-006-9058-2

关键词

entropy functionals; entropy methods; Shannon entropy; Fisher information; dynamics of densities; entropy dynamics; Smoluchowski process; quantum evolution; information localization; uncertainty

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We analyze the functioning of Gibbs-type entropy functionals in the time domain, with emphasis on Shannon and Kullback-Leibler entropies of time-dependent continuous probability distributions. The Shannon entropy validity is extended to probability distributions inferred from L-2(R-n) quantum wave packets. In contrast to the von Neumann entropy which simply vanishes on pure states, the differential entropy quantifies the degree of probability (de)localization and its time development. The associated dynamics of the Fisher information functional quantifies nontrivial power transfer processes in the mean, both in dissipative and quantum mechanical cases.

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