An invariance principle for semimartingale reflecting Brownian motions in domains with piecewise smooth boundaries

被引:21
|
作者
Kang, W. [1 ]
Williams, R. J.
机构
[1] Carnegie Mellon Univ, Dept Math Sci, Pittsburgh, PA 15213 USA
[2] Univ Calif San Diego, Dept Math, La Jolla, CA 92093 USA
来源
ANNALS OF APPLIED PROBABILITY | 2007年 / 17卷 / 02期
关键词
semimartingale reflecting Brownian motion; piecewise smooth domain; invariance principle; oscillation inequality; Skorokhod problem; stochastic networks; QUEUING-NETWORKS; ORTHANT;
D O I
10.1214/105051606000000899
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Semimartingale reflecting Brownian motions (SRBMs) living in the closures of domains with piecewise smooth boundaries are of interest in applied probability because of their role as heavy traffic approximations for some stochastic networks. In this paper, assuming certain conditions on the domains and directions of reflection, a perturbation result, or invariance principle, for SRBMs is proved. This provides sufficient conditions for a process that satisfies the definition of an SRBM, except for small random perturbations in the defining conditions, to be close in distribution to an SRBM. A crucial ingredient in the proof of this result is an oscillation inequality for solutions of a perturbed Skorokhod problem. We use the invariance principle to show weak existence of SRBMs under mild conditions. We also use the invariance principle, in conjunction with known uniqueness results for SRBMs, to give some sufficient conditions for validating approximations involving (i) SRBMs in convex polyhedrons with a constant reflection vector field on each face of the polyhedron, and (ii) SRBMs in bounded domains with piecewise smooth boundaries and possibly nonconstant reflection vector fields on the boundary surfaces.
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页码:741 / 779
页数:39
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