Exploiting multiple regeneration sequences in simulation output analysis

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

The regenerative method of simulation output analysis exploits the regenerative structure of a stochastic process to break up a path into independent and identically distributed cycles based on a sequence of regeneration times. If a process is regenerative with respect to more than one sequence of regeneration times, the classical regenerative method does not exploit the additional structure. In a previous paper we introduced an efficiency-improvement technique for regenerative simulation of processes having two sequences of regeneration times based on permuting regeneration cycles associated with the second sequence of regeneration points. In this paper we show how the same basic idea can be extended to exploit more than two regeneration sequences. In particular, for birth-death Markov chains, the regenerations associated with hitting times to each state can all be exploited. We present empirical results that show significant variance reductions in some cases.

Original languageEnglish (US)
Pages (from-to)695-700
Number of pages6
JournalWinter Simulation Conference Proceedings
Volume1
StatePublished - Dec 1 1998
EventProceedings of the 1998 Winter Simulation Conference, WSC. Part 1 (of 2) - Washington, DC, USA
Duration: Dec 13 1998Dec 16 1998

All Science Journal Classification (ASJC) codes

  • Software
  • Modeling and Simulation
  • Safety, Risk, Reliability and Quality
  • Chemical Health and Safety
  • Applied Mathematics

Fingerprint Dive into the research topics of 'Exploiting multiple regeneration sequences in simulation output analysis'. Together they form a unique fingerprint.

Cite this