Accession Number:

ADA171280

Title:

The Effectiveness of Jackson Networks as Control Variates for Queueing Network Simulation.

Descriptive Note:

Master's thesis,

Corporate Author:

AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OH

Personal Author(s):

Report Date:

1986-01-01

Pagination or Media Count:

101.0

Abstract:

Control variates based on Jackson networks are investigated for variance reduction in open queueing network simulations. Two types of control variates are studied an external obtained from simulating a similar Jackson network, and a new analytic control derived from the parametric equations of the Jackson model. The analytic control eliminates the need for a second simulation required of true external controls. The analytic controls showed considerable promise for reducing the variance of server utilizations, but indicated the need for additional study of the effects of batch size and network structure on control variate performance. Author

Subject Categories:

  • Operations Research

Distribution Statement:

APPROVED FOR PUBLIC RELEASE