Descriptors for point processes based on runs: the Markovian arrival process. (1996)

• Record Type: Journal Article
• Authors: Neuts, Marcel F.
• Is Part Of: Journal of applied mathematics and stochastic analysis. Volume 9:Number 4(1996)
• Page Start: 469
• Page End: 488
• Publication Date: 1996
• Subjects: point processes -- Markovian arrival process -- runs -- burstiness; Mathematical models -- Periodicals; Computer simulation -- Periodicals; Computer science -- Mathematics -- Periodicals; Computer science -- Mathematics; Computer simulation; Mathematical models; Applied Mathematics; Periodicals; Electronic journals; 519.22
• DOI: 10.1155/S104895339600041X
• Languages: English
• ISSNs: 1048-9533

Abstract

Abstract : This paper is part of a broader investigation of properties of a point process that can be identified by imagining that the process is involved in a competition for the generation of runs of events. The general purpose of that methodology is to quantify the prevalence of gaps and bursts in realizations of the process. The Markovian arrival process (MAP) is highly versatile in qualitative behavior and its analysis is numerically tractable by matrix-analytic methods. It can therefore serve well as a benchmark process in that investigation. In this paper, we consider the MAP and a regular grid competing for runs of lengths at least r 1 and r 2, respectively. A run of length r in one of the processes is defined as a string of r successive events occurring without an intervening event in the other process. This article is dedicated to the memory of Roland L. Dobrushin.