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Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes
Our starting point is the n-dimensional time-space-fractional partial differential equation (PDE) with the Caputo time-fractional derivative of order [Formula: see text] and the fractional spatial derivative (fractional Laplacian) of order [Formula: see text]. For this equation, we first derive some...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2019
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514304/ http://dx.doi.org/10.3390/e21100973 |
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author | Luchko, Yuri |
author_facet | Luchko, Yuri |
author_sort | Luchko, Yuri |
collection | PubMed |
description | Our starting point is the n-dimensional time-space-fractional partial differential equation (PDE) with the Caputo time-fractional derivative of order [Formula: see text] and the fractional spatial derivative (fractional Laplacian) of order [Formula: see text]. For this equation, we first derive some integral representations of the fundamental solution and then discuss its important properties including scaling invariants and non-negativity. The time-space-fractional PDE governs a fractional diffusion process if and only if its fundamental solution is non-negative and can be interpreted as a spatial probability density function evolving in time. These conditions are satisfied for an arbitrary dimension [Formula: see text] if [Formula: see text] and additionally for [Formula: see text] in the one-dimensional case. In all these cases, we derive the explicit formulas for the Shannon entropy and for the entropy production rate of a fractional diffusion process governed by the corresponding time-space-fractional PDE. The entropy production rate depends on the orders [Formula: see text] and [Formula: see text] of the time and spatial derivatives and on the space dimension n and is given by the expression [Formula: see text] , t being the time variable. Even if it is an increasing function in [Formula: see text] , one cannot speak about any entropy production paradoxes related to these processes (as stated in some publications) because the time-space-fractional PDE governs a fractional diffusion process in all dimensions only under the condition [Formula: see text] , i.e., only the slow and the conventional diffusion can be described by this equation. |
format | Online Article Text |
id | pubmed-7514304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75143042020-11-09 Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes Luchko, Yuri Entropy (Basel) Article Our starting point is the n-dimensional time-space-fractional partial differential equation (PDE) with the Caputo time-fractional derivative of order [Formula: see text] and the fractional spatial derivative (fractional Laplacian) of order [Formula: see text]. For this equation, we first derive some integral representations of the fundamental solution and then discuss its important properties including scaling invariants and non-negativity. The time-space-fractional PDE governs a fractional diffusion process if and only if its fundamental solution is non-negative and can be interpreted as a spatial probability density function evolving in time. These conditions are satisfied for an arbitrary dimension [Formula: see text] if [Formula: see text] and additionally for [Formula: see text] in the one-dimensional case. In all these cases, we derive the explicit formulas for the Shannon entropy and for the entropy production rate of a fractional diffusion process governed by the corresponding time-space-fractional PDE. The entropy production rate depends on the orders [Formula: see text] and [Formula: see text] of the time and spatial derivatives and on the space dimension n and is given by the expression [Formula: see text] , t being the time variable. Even if it is an increasing function in [Formula: see text] , one cannot speak about any entropy production paradoxes related to these processes (as stated in some publications) because the time-space-fractional PDE governs a fractional diffusion process in all dimensions only under the condition [Formula: see text] , i.e., only the slow and the conventional diffusion can be described by this equation. MDPI 2019-10-05 /pmc/articles/PMC7514304/ http://dx.doi.org/10.3390/e21100973 Text en © 2019 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Luchko, Yuri Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes |
title | Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes |
title_full | Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes |
title_fullStr | Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes |
title_full_unstemmed | Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes |
title_short | Entropy Production Rates of the Multi-Dimensional Fractional Diffusion Processes |
title_sort | entropy production rates of the multi-dimensional fractional diffusion processes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514304/ http://dx.doi.org/10.3390/e21100973 |
work_keys_str_mv | AT luchkoyuri entropyproductionratesofthemultidimensionalfractionaldiffusionprocesses |