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Research Of Software Reliability Estimation Method Based on Bayes Theory

机译:基于贝叶斯理论的软件可靠性估计方法研究

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摘要

By the Bayesian method, a formalistic description is presented based on the random testing procedure of input area, a Software Reliability Estimation Method is bringed forward that make use of size of the random testing muster and the random right times, It will help to define the prior information needed by the Bayesian method. According to the general information, the prior information and the testing information, the post probability density function can be constructed, that can be used to calculate the correctness probability of a program. The selection method commendably solves the problem of the parameter estimate about the prior probability density function of the disabled behavior of software. When the method compares with Software Reliability Estimation Method Based on time area it has briefness character, sufficient academic gist, easy intellect, and the data collectes easily etc.
机译:利用贝叶斯方法,基于输入区域的随机测试过程,给出了形式化的描述,提出了一种利用随机测试集合的大小和随机正确时间的软件可靠性估计方法,这将有助于定义贝叶斯方法所需的先验信息。根据一般信息,先验信息和测试信息,可以构造后概率密度函数,用于计算程序的正确率。该选择方法解决了软件禁用行为的先验概率密度函数的参数估计问题。该方法与基于时域的软件可靠性估计方法相比,具有简明性,学术性强,易于理解,数据容易收集等优点。

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