An optimal statistical testing policy for software reliability demonstration of safety-critical systems

An optimal statistical testing policy for software reliability demonstration of safety-critical systems

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Article ID: iaor20023451
Country: Netherlands
Volume: 137
Issue: 3
Start Page Number: 544
End Page Number: 557
Publication Date: Mar 2002
Journal: European Journal of Operational Research
Authors: , ,
Abstract:

When software reliability demonstration of safety-critical systems by statistical testing is treated as a test, analyse and fix process, an optimal testing policy can be found, which maximises the probability of success of the whole process, over a pre-determined period of time. The optimisation problem is formulated, solved by stochastic dynamic programming, and demonstrated by two numerical examples.

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