COMPUTATION OF THE LOCAL TIME OF REFLECTING BROWNIAN MOTION AND THE PROBABILISTIC REPRESENTATION OF THE NEUMANN PROBLEM

被引:14
作者
Zhou, Yijing [1 ]
Cai, Wei [1 ,2 ]
Hsu, Elton [3 ]
机构
[1] Univ North Carolina Charlotte, Dept Math & Stat, Charlotte, NC 28223 USA
[2] Shanghai Jiao Tong Univ, INS, Shanghai 200240, Peoples R China
[3] Northwestern Univ, Dept Math, Evanston, IL 60208 USA
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Reflecting Brownian Motion; Brownian motion; boundary local time; Skorohod problem; WOS; random walk; Laplace equation; STOCHASTIC DIFFERENTIAL-EQUATIONS; DIFFUSION-PROCESSES; BOUNDARY; APPROXIMATION;
D O I
10.4310/CMS.2017.v15.n1.a11
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we propose numerical methods for computing the boundary local time of reflecting Brownian motion (RBM) for a bounded domain in R-3 and the probabilistic solution of the Laplace equation with the Neumann boundary condition. Approximations of RBM based on walkon-spheres (WOS) and random walk on lattices are discussed and tested for sampling RBM paths and their applicability in finding accurate approximation of the local time and discretization of the probabilistic representation of the Neumann problems using the computed local time. Numerical tests for several domains (a cube, a sphere, an ellipsoid, and a non-convex non-smooth domain made of multiple spheres) have shown the convergence of the numerical methods as the time length of RBM paths and number of paths sampled increase.
引用
收藏
页码:237 / 259
页数:23
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