TY - JOUR
T1 - Software reliability demonstration testing scheme of prior dynamic integration Bayesian method based on the idea of decreasing function
AU - Ma, Zhenyu
AU - Wu, Wei
AU - Zhang, Wei
AU - Wang, Jianping
AU - Liu, Fusheng
AU - Han, Kun
N1 - Publisher Copyright:
© 2018 Totem Publisher, Inc. All rights reserved.
PY - 2018/12/1
Y1 - 2018/12/1
N2 - Nowadays, aiming at the problem of long testing duration of software reliability demonstration testing, this paper presents a method that can greatly shorten testing duration. First, the idea of a monotone decreasing function is integrated into the Bayesian theory of software reliability demonstration testing, and then a software reliability demonstration testing scheme of a Bayesian method based on monotone decreasing function is proposed. Secondly, according to the real-time prior information in the testing phase, priori information is dynamically integrated. Two kinds of priori dynamic integration methods suitable for two different conditions are proposed. Finally, through experimental analysis, it is proven that the testing scheme can significantly reduce testing duration under the same confidence condition, and the two kinds of prior dynamic integration methods are feasible.
AB - Nowadays, aiming at the problem of long testing duration of software reliability demonstration testing, this paper presents a method that can greatly shorten testing duration. First, the idea of a monotone decreasing function is integrated into the Bayesian theory of software reliability demonstration testing, and then a software reliability demonstration testing scheme of a Bayesian method based on monotone decreasing function is proposed. Secondly, according to the real-time prior information in the testing phase, priori information is dynamically integrated. Two kinds of priori dynamic integration methods suitable for two different conditions are proposed. Finally, through experimental analysis, it is proven that the testing scheme can significantly reduce testing duration under the same confidence condition, and the two kinds of prior dynamic integration methods are feasible.
KW - Bayesian theory
KW - Dynamic integration
KW - Monotone decreasing function
KW - Prior information
KW - Software reliability demonstration testing
UR - http://www.scopus.com/inward/record.url?scp=85061160003&partnerID=8YFLogxK
U2 - 10.23940/ijpe.18.12.p18.30873097
DO - 10.23940/ijpe.18.12.p18.30873097
M3 - Article
AN - SCOPUS:85061160003
SN - 0973-1318
VL - 14
SP - 3087
EP - 3097
JO - International Journal of Performability Engineering
JF - International Journal of Performability Engineering
IS - 12
ER -