CHARACTERIZATION OF STATIONARY DISTRIBUTIONS OF REFLECTED DIFFUSIONS

被引:31
作者
Kang, Weining [1 ]
Ramanan, Kavita [2 ]
机构
[1] Univ Maryland, Dept Math & Stat, Baltimore, MD 21250 USA
[2] Brown Univ, Div Appl Math, Providence, RI 02912 USA
基金
美国国家科学基金会;
关键词
Reflected diffusions; invariant distribution; stationary density; submartingale problem; stochastic differential equations with reflection; basic adjoint relation (BAR); adjoint partial differential equation; skew-symmetry condition; product-form solutions; skew-transform; gradient drift; queueing networks; BROWNIAN-MOTION; SKOROKHOD PROBLEM; INVARIANT-MEASURES; RECURRENCE; EXISTENCE; NETWORK; WEDGE;
D O I
10.1214/13-AAP947
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
Given a domain G, a reflection vector field d(center dot) on partial derivative G, the boundary of G; and drift and dispersion coefficients b(center dot) and sigma(center dot), let L be the usual second-order elliptic operator associated with b(center dot) and sigma(center dot). Under mild assumptions on-the coefficients and reflection vector field, it is shown that when the associated submartingale problem is well posed, a probability measure pi on (G) over bar with pi (partial derivative G) = 0 is a stationary distribution for the corresponding reflected diffusion if and only if integral((G) over bar)Lf(x)pi(dx) <= 0 for every f in a certain class of test functions. The assumptions are verified for a large class of obliquely reflected diffusions in piecewise smooth domains, including those that are not semimartingales. In addition, it is shown that any nonnegative solution to a certain adjoint partial differential equation with boundary conditions is an invariant density for the reflected diffusion. As a corollary, for bounded smooth domains and a class of polyhedral domains that satisfy a skew-symmetry condition, it is shown that if a certain skew-transform of the drift is conservative and of class C-1, and the covariance matrix is nondegenerate, then the corresponding reflected diffusion has an invariant density p of Gibbs form, that is, p(x) = e(H(x)) for some C-2 function H. Finally, under a nondegeneracy condition on the diffusion coefficient, a boundary property is established that implies that the condition pi (partial derivative G) = 0 is necessary for pi to be a stationary distribution. This boundary property is of independent interest.
引用
收藏
页码:1329 / 1374
页数:46
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