Measure dynamics with Probability Vector Fields and sources
Open Access
- 1 January 2019
- journal article
- research article
- Published by American Institute of Mathematical Sciences (AIMS) in Discrete and Continuous Dynamical Systems
- Vol. 39 (11) , 6207-6230
Abstract
We introduce a new formulation for differential equation describing dynamics of measures on an Euclidean space, that we call Measure Differential Equations with sources. They mix two different phenomena: on one side, a transport-type term, in which a vector field is replaced by a Probability Vector Field, that is a probability distribution on the tangent bundle; on the other side, a source term. Such new formulation allows to write in a unified way both classical transport and diffusion with finite speed, together with creation of mass. The main result of this article shows that, by introducing a suitable Wasserstein-like functional, one can ensure existence of solutions to Measure Differential Equations with sources under Lipschitz conditions. We also prove a uniqueness result under the following additional hypothesis: the measure dynamics needs to be compatible with dynamics of measures that are sums of Dirac masses.Keywords
All Related Versions
This publication has 24 references indexed in Scilit:
- Measure Differential EquationsArchive for Rational Mechanics and Analysis, 2019
- Optimal Entropy-Transport problems and a new Hellinger–Kantorovich distance between positive measuresInventiones Mathematicae, 2017
- An Interpolating Distance Between Optimal Transport and Fisher–Rao MetricsFoundations of Computational Mathematics, 2016
- On Properties of the Generalized Wasserstein DistanceArchive for Rational Mechanics and Analysis, 2016
- Existence and Uniqueness of Maximal Regular Flows for Non-smooth Vector FieldsArchive for Rational Mechanics and Analysis, 2015
- Generalized Wasserstein Distance and its Application to Transport Equations with SourceArchive for Rational Mechanics and Analysis, 2013
- Optimal Transport2009
- Transport equation and Cauchy problem for BV vector fieldsInventiones Mathematicae, 2004
- Ordinary differential equations, transport theory and Sobolev spacesInventiones Mathematicae, 1989
- An introduction to the nonlinear boltzmann-vlasov equation1984