학술논문

Performance Comparison of Software Reliability Estimation Algorithms
Document Type
Periodical
Source
Computer. 57(4):26-36 Apr, 2024
Subject
Computing and Processing
Monte Carlo methods
Software algorithms
Estimation
Software reliability
Expectation-maximization algorithms
Optimization
Language
ISSN
0018-9162
1558-0814
Abstract
Specific optimization algorithms have been developed for the purpose of automated software reliability assessment tools. In this article, we propose the Monte Carlo expectation-maximization algorithm as another optimization algorithm, and carry out the performance comparison of the software reliability estimation algorithms through comprehensive numerical experiments.