A new stochastic model and its diffusion approximation

被引:0
|
作者
Covo, Shai [1 ]
Elalouf, Amir [1 ]
机构
[1] Bar Ilan Univ, Dept Management, Ramat Gan, Israel
关键词
Diffusion approximation; Gaussian process; biconvex covariance function; nonpositively correlated increments; Brownian bridge; inhomogeneous Brownian sheet; infinite server queue;
D O I
10.1214/15-BJPS303
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
This paper considers a kind of queueing problem with a Poisson number of customers or, more generally, objects which may arrive in groups of random size. The focus is on the total quantity over time, called system size. The main result is that the process representing the system size, properly normalized, converges in finite-dimensional distributions to a centered Gaussian process (the diffusion approximation) with several attractive properties. Comparison with existing works (where the number of objects is assumed nonrandom) highlights the contribution of the present paper.
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页码:62 / 86
页数:25
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