Simulation by Incremental Stochastic Transition Matrices (SISTM),

Abstract

Simulation by Incremental Stochastic Transition Matrices (SISTM) is a direct probabilistic simulation technique applicable to most queueing systems. SISTM uses a state vector giving the probability, for each queue, that the queue has X units waiting for service (X = 0,1,2,3,.....). This state vector is updated every time increment by multiplying it by a transition matrix giving the probability that the queue length changes from X to X' units. SISTM can change the arrival and service distribution every time increment, can use any discrete service time distribution, and can be used to evaluate systems which have sequential and parallel queues.

Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1969
Accession Number
AD0759025

Entities

People

  • John E. Hosford

Organizations

  • McDonnell Aircraft Corporation

Tags

DTIC Thesaurus Topics

  • Mathematics
  • Operations Research
  • Probability
  • Simulations
  • Transitions

Fields of Study

  • Computer science

Readers

  • Approximation Theory.
  • Parallel and Distributed Computing.