• Medientyp: E-Artikel
  • Titel: Comparing stochastic systems using regenerative simulation with common random numbers
  • Beteiligte: Heidelberger, Philip; Iglehart, Donald L.
  • Erschienen: Cambridge University Press (CUP), 1979
  • Erschienen in: Advances in Applied Probability
  • Sprache: Englisch
  • DOI: 10.1017/s0001867800033048
  • ISSN: 0001-8678; 1475-6064
  • Schlagwörter: Applied Mathematics ; Statistics and Probability
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  • Beschreibung: <jats:p>Suppose two alternative designs for a stochastic system are to be compared. These two systems can be simulated independently or dependently. This paper presents a method for comparing two regenerative stochastic processes in a dependent fashion using common random numbers. A set of sufficient conditions is given that guarantees that the dependent simulations will produce a variance reduction over independent simulations. Numerical examples for a variety of simple stochastic models are included which illustrate the variance reduction achieved.</jats:p>