Title
Variance reduction in mean time to failure simulations
Abstract
We describe two variance reduction methods for estimating the mean time to failure (MTTF) in Markovian models of highly reliable systems. The first method is based on a ratio representation of the MTTF and employs importance sampling. The second method is based on a hybrid simulation/analytic technique where the number of simulated transitions are reduced by computing partial results analytically. Experiments with a large example show the effectiveness of both techniques for highly reliable systems.
Year
DOI
Venue
1988
10.1145/318123.318239
Winter Simulation Conference
DocType
ISBN
Citations 
Conference
0-911801-42-1
18
PageRank 
References 
Authors
4.28
4
5
Name
Order
Citations
PageRank
Perwez Shahabuddin11364181.65
Victor F. Nicola246884.45
Philip Heidelberger32331346.59
Ambuj Goyal420638.09
Peter W. Glynn51527293.76