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Physics Faculty Publications and Presentations

2018

Distribution (Probability theory) -- Mathematical models

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Supercanonical Probability Distributions, John D. Ramshaw Aug 2018

Supercanonical Probability Distributions, John D. Ramshaw

Physics Faculty Publications and Presentations

The canonical probability distribution describes a system in thermal equilibrium with an infinite heat bath. When the bath is finite the distribution is modified. These modifications can be derived by truncating a Taylor-series expansion of the entropy of the heat bath, but their form depends on the expansion parameter chosen. We consider two such expansions, which yield supercanonical (i.e., higher-order canonical) distributions of exponential and power-law form. The latter is identical in form to the "Tsallis distribution," which is therefore a valid asymptotic approximation for an arbitrary finite heat bath, but bears no intrinsic relation to Tsallis entropy.