Thermalization of rate-independent processes by entropic regularization
Probability
2016-05-20 v1 Mathematical Physics
Dynamical Systems
math.MP
Abstract
We consider the effective behaviour of a rate-independent process when it is placed in contact with a heat bath. The method used to "thermalize" the process is an interior-point entropic regularization of the Moreau--Yosida incremental formulation of the unperturbed process. It is shown that the heat bath destroys the rate independence in a controlled and deterministic way, and that the effective dynamics are those of a non-linear gradient descent in the original energetic potential with respect to a different and non-trivial effective dissipation potential.
Cite
@article{arxiv.1209.3619,
title = {Thermalization of rate-independent processes by entropic regularization},
author = {T. J. Sullivan and M. Koslowski and F. Theil and M. Ortiz},
journal= {arXiv preprint arXiv:1209.3619},
year = {2016}
}
Comments
19 pages, 3 figures