Passing to the limit in a Wasserstein gradient flow: from diffusion to reaction

被引:36
作者
Arnrich, Steffen [1 ,2 ]
Mielke, Alexander [3 ,4 ]
Peletier, Mark A. [1 ,2 ]
Savare, Giuseppe [5 ]
Veneroni, Marco [6 ]
机构
[1] Tech Univ Eindhoven, Dept Math & Comp Sci, NL-5600 MB Eindhoven, Netherlands
[2] Tech Univ Eindhoven, Inst Complex Mol Syst, NL-5600 MB Eindhoven, Netherlands
[3] Weierstrass Inst Angew Anal & Stochast, Berlin, Germany
[4] Humboldt Univ, D-10099 Berlin, Germany
[5] Univ Pavia, Dipartimento Matemat F Casorati, I-27100 Pavia, Italy
[6] McGill Univ, Dept Math & Stat, Montreal, PQ, Canada
基金
欧洲研究理事会;
关键词
STEEPEST DESCENT; EQUATIONS; ENERGY; CONVERGENCE; DISSIPATION; EXISTENCE; SPACES; MODEL;
D O I
10.1007/s00526-011-0440-9
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study a singular-limit problem arising in the modelling of chemical reactions. At finite epsilon > 0, the system is described by a Fokker-Planck convection-diffusion equation with a double-well convection potential. This potential is scaled by 1/epsilon, and in the limit epsilon -> 0, the solution concentrates onto the two wells, resulting into a limiting system that is a pair of ordinary differential equations for the density at the two wells. This convergence has been proved in Peletier et al. the solution concentrates onto the two wells, resulting into a limiting system that is a pair of ordinary differential equations for the density at the two wells. This convergence has been proved in Peletier et al. (SIAM J Math Anal, 42(4):1805-1825, 2010), using the linear structure of the equation. In this study we re-prove the result by using solely the Wasserstein gradient-flow structure of the system. In particular we make no use of the linearity, nor of the fact that it is a second-order system. The first key step in this approach is a reformulation of the equation as the minimization of an action functional that captures the property of being a curve of maximal slope in an integrated form. The second important step is a rescaling of space. Using only the Wasserstein gradient-flow structure, we prove that the sequence of rescaled solutions is pre-compact in an appropriate topology. We then prove a Gamma-convergence result for the functional in this topology, and we identify the limiting functional and the differential equation that it represents. A consequence of these results is that solutions of the epsilon -problem converge to a solution of the limiting problem.
引用
收藏
页码:419 / 454
页数:36
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