Article ID: | iaor2004192 |
Country: | United States |
Volume: | 50 |
Issue: | 1 |
Start Page Number: | 88 |
End Page Number: | 104 |
Publication Date: | Feb 2003 |
Journal: | Naval Research Logistics |
Authors: | Soyer Refik, Morali Nilgun |
Keywords: | computers |
In this paper we address the problem of how to decide when to terminate the testing/modification process and to release the software during the development phase. We present a Bayesian decision theoretic approach by formulating the optimal release problem as a sequential decision problem. By using a non-Gaussian Kalman filter type model, proposed by Chen and Singpurwalla, to track software reliability, we are able to obtain tractable expressions for inference and determine a one-stage look ahead stopping rule under reasonable conditions and a class of loss functions.