AN UNBALANCED OPTIMAL TRANSPORT SPLITTING SCHEME FOR GENERAL ADVECTION-REACTION-DIFFUSION PROBLEMS

被引:13
作者
Gallouet, Thomas [1 ,2 ]
Laborde, Maxime [3 ]
Monsaingeon, Leonard [4 ,5 ]
机构
[1] Univ Liege, Math Dept, Liege, Belgium
[2] INRIA Paris MOKAPLAN, Paris, France
[3] McGill Univ, Montreal, PQ, Canada
[4] Univ Lorraine, IECL, Nancy, France
[5] Univ Lisbon, GFM, Lisbon, Portugal
关键词
Unbalanced optimal transport; Wasserstein-Fisher-Rao; Hellinger-Kantorovich; JKO scheme; reaction-diffusion-advection equations; HELLINGER-KANTOROVICH DISTANCE; GRADIENT FLOWS; EQUATIONS; EVOLUTION; EXISTENCE; DYNAMICS; GEOMETRY; MASS;
D O I
10.1051/cocv/2018001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we show that unbalanced optimal transport provides a convenient framework to handle reaction and diffusion processes in a unified metric setting. We use a constructive method, alternating minimizing movements for the Wasserstein distance and for the Fisher-Rao distance, and prove existence of weak solutions for general scalar reaction-diffusion-advection equations. We extend the approach to systems of multiple interacting species, and also consider an application to a very degenerate diffusion problem involving a Gamma-limit. Moreover, some numerical simulations are included.
引用
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页数:32
相关论文
共 47 条
  • [1] Agueh M, 2005, ADV DIFFERENTIAL EQU, V10, P309
  • [2] Quasi-static evolution and congested crowd transport
    Alexander, Damon
    Kim, Inwon
    Yao, Yao
    [J]. NONLINEARITY, 2014, 27 (04) : 823 - 858
  • [3] Ambrosio L., 2004, Quad. Mat., V14, P1
  • [4] [Anonymous], ARXIV150606430
  • [5] [Anonymous], 2017, ARXIV171206124
  • [6] [Anonymous], 2005, Lectures in Mathematics ETH Zurich
  • [7] Benamou Jean-David, 2016, ESAIM: Proceedings and Surveys, V54, P1
  • [8] Benamou JD, 2000, NUMER MATH, V84, P375, DOI 10.1007/s002119900117
  • [9] Braides A., 2002, OXFORD LECT SERIES M, V22
  • [10] A splitting method for nonlinear diffusions with nonlocal, nonpotential drifts
    Carlier, Guillaume
    Laborde, Maxime
    [J]. NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2017, 150 : 1 - 18