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Singularity of Some Software Reliability Models and Parameter Estimation Method 被引量:1

Singularity of Some Software Reliability Models and Parameter Estimation Method
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摘要 According,to the principle, "The failure data is the basis of software reliability analysis", we built a software reliability expert system (SRES) by adopting the artificial intelligence technology. By reasoning out the conclusion from the fitting results of failure data of a software project, the SRES can recommend users "the most suitable model" as a software reliability measurement model. We believe that the SRES can overcome the inconsistency in applications of software reliability models well. We report investigation results of singularity and parameter estimation methods of experimental models in SRES. According to the principle, “The failure data is the basis of software reliability analysis”, we built a software reliability expert system (SRES) by adopting the artificial intelligence technology. By reasoning out the conclusion from the fitting results of failure data of a software project, the SRES can recommend users “the most suitable model” as a software reliability measurement model. We believe that the SRES can overcome the inconsistency in applications of software reliability models well. We report investigation results of singularity and parameter estimation methods of experimental models in SRES.
出处 《Wuhan University Journal of Natural Sciences》 EI CAS 2000年第1期35-40,共6页 武汉大学学报(自然科学英文版)
基金 the National Natural Science Foundation of China
关键词 SOFTWARE RELIABILITY measurement models SOFTWARE RELIABILITY expert system SINGULARITY PARAMETER estimation METHOD path following METHOD maximum LIKELIHOOD ML-fitting algorithm software reliability measurement models software reliability expert system singularity parameter estimation method path following method maximum likelihood ML-fitting algorithm
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参考文献12

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  • 1XU Ren-zuo.Development of Software Reliability Expert System ( SRES )[]..1996

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