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A continuation multiple shooting method for Wasserstein geodesic equation

Authors :
Cui, Jianbo
Dieci, Luca
Zhou, Haomin
Publication Year :
2021

Abstract

In this paper, we propose a numerical method to solve the classic $L^2$-optimal transport problem. Our algorithm is based on use of multiple shooting, in combination with a continuation procedure, to solve the boundary value problem associated to the transport problem. We exploit the viewpoint of Wasserstein Hamiltonian flow with initial and target densities, and our method is designed to retain the underlying Hamiltonian structure. Several numerical examples are presented to illustrate the performance of the method.<br />Comment: 25 pages

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2105.09502
Document Type :
Working Paper