Software reliability demonstration testing scheme of prior dynamic integration Bayesian method based on the idea of decreasing function

Zhenyu Ma, Wei Wu, Wei Zhang, Jianping Wang, Fusheng Liu*, Kun Han

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

摘要

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.

源语言英语
页(从-至)3087-3097
页数11
期刊International Journal of Performability Engineering
14
12
DOI
出版状态已出版 - 1 12月 2018
已对外发布

指纹

探究 'Software reliability demonstration testing scheme of prior dynamic integration Bayesian method based on the idea of decreasing function' 的科研主题。它们共同构成独一无二的指纹。

引用此