The diffusion limit of transport equations derived from velocity-jump processes

被引:290
作者
Hillen, T [1 ]
Othmer, HG
机构
[1] Univ Utah, Dept Math, Salt Lake City, UT 84112 USA
[2] Univ Minnesota, Dept Math, Minneapolis, MN 55455 USA
关键词
aggregation; chemotaxis equations; diffusion approximation; velocity-jump processes; transport equations;
D O I
10.1137/S0036139999358167
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper we study the diffusion approximation to a transport equation that describes the motion of individuals whose velocity changes are governed by a Poisson process. We show that under an appropriate scaling of space and time the asymptotic behavior of solutions of such equations can be approximated by the solution of a diffusion equation obtained via a regular perturbation expansion. In general the resulting diffusion tensor is anisotropic, and we give necessary and sufficient conditions under which it is isotropic. We also give a method to construct approximations of arbitrary high order for large times. In a second paper (Part II) we use this approach to systematically derive the limiting equation under a variety of external biases imposed on the motion. Depending on the strength of the bias, it may lead to an anisotropic diffusion equation, to a drift term in the flux, or to both. Our analysis generalizes and simplifies previous derivations that lead to the classical Patlak-Keller-Segel Alt model for chemotaxis.
引用
收藏
页码:751 / 775
页数:25
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