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A statistical process control approach for estimating the warm-up period

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UNSPECIFIED (2002) A statistical process control approach for estimating the warm-up period. In: 35th Winter Simulation Conference, SAN DIEGO, CA, DEC 08-11, 2002. Published in: PROCEEDINGS OF THE 2002 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2 pp. 439-446. ISBN 0-7803-7614-5.

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Abstract

One means for dealing with initialization bias in simulation experiments is to implement a warm-up period. This requires the correct estimation of the initial transient. A new method for determining the warm-up period, based upon the principles of statistical process control (SPC), is described. The method is tested on empirical data from a simulation model that has been used in a real-life study. In comparing the results to those from two commonly used warm-up methods, it appears that the SPC method performs well. The strengths and weaknesses of the approach are discussed.

Item Type: Conference Item (UNSPECIFIED)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
T Technology
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Journal or Publication Title: PROCEEDINGS OF THE 2002 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2
Publisher: IEEE
ISBN: 0-7803-7614-5
Editor: Yucesan, E and Chen, CH and Snowdon, JL and Charnes, JM
Official Date: 2002
Dates:
DateEvent
2002UNSPECIFIED
Number of Pages: 8
Page Range: pp. 439-446
Publication Status: Published
Title of Event: 35th Winter Simulation Conference
Location of Event: SAN DIEGO, CA
Date(s) of Event: DEC 08-11, 2002

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