AN ANALYTIC APPROACH TO A GENERAL-CLASS OF G/G/S QUEUING-SYSTEMS

被引:36
|
作者
BERTSIMAS, D
机构
[1] Massachusetts Inst of Technology, , MA
关键词
D O I
10.1287/opre.38.1.139
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We solve the queueing system Ck/Cm/S, where Ck is the class of Coxian probability density functions (pdfs) of order k, which is a subset of the pdfs that have a rational Laplace transform. We formulate the model as a continuous-time, infinite-space Markov chain by generalizing the method of stages. By using a generating function technique, we solve an infinite system of partial difference equations and find closed-form expressions for the system-size, general-time, prearrival, post-departure probability distributions and the usual performance measures. In particular, we prove that the probability of n customers being in the system, when it is saturated is a linear combination of geometric terms. The closed-form expressions involve a solution of a system of nonlinear equations that involves only the Laplace transforms of the interarrival and service time distributions. We conjecture that this result holds for a more general model.
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页码:139 / 155
页数:17
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