Markov Processes and Stochastic Extrinsic Derivative Flows on the Space of Absolutely Continuous Measures
Probability
2025-06-30 v3
Abstract
Let be the class of finite (resp. probability) measures absolutely continuous with respect to a -finite Radon measure on a Polish space. We present a criterion on the quasi-regularity of Dirichlet forms on in terms of upper bound conditions given by the uniform -norm of the extrinsic derivative. As applications, we construct a class of general type Markov processes on via quasi-regular Dirichlet forms containing the diffusion, jump and killing terms. Moreover, stochastic extrinsic derivative flows on are studied by using quasi-regular Dirichlet forms, which in particular provide martingale solutions to SDEs on these two spaces, with drifts given by the extrinsic derivative of entropy functionals.
Cite
@article{arxiv.2408.15687,
title = {Markov Processes and Stochastic Extrinsic Derivative Flows on the Space of Absolutely Continuous Measures},
author = {Panpan Ren and Feng-Yu Wang and Simon Wittmann},
journal= {arXiv preprint arXiv:2408.15687},
year = {2025}
}