Performance Comparison of Software Reliability Estimation Algorithms

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 reliabil...

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Veröffentlicht in:Computer Jg. 57; H. 4; S. 26 - 36
Hauptverfasser: Yano, Hiromu, Dohi, Tadashi, Okamura, Hiroyuki
Format: Journal Article
Sprache:Englisch
Japanisch
Veröffentlicht: New York IEEE 01.04.2024
Institute of Electrical and Electronics Engineers (IEEE)
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Algorithms
Estimation
Expectation-maximization algorithms
Monte Carlo methods
Optimization
Reliability analysis
Software
Software algorithms
Software reliability
ISSN:0018-9162, 1558-0814
Online-Zugang:Volltext
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Zusammenfassung: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.
Bibliographie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:0018-9162
1558-0814
DOI:10.1109/MC.2023.3334163