DocumentCode :
506744
Title :
Research of Software Reliability Estimation Method Based on Bayes theory
Author :
Zhang Bo-ping ; Zhang Cui-shan
Author_Institution :
Coll. of Comput. & Technol., Xuchang Univ., Xuchang, China
Volume :
3
fYear :
2009
fDate :
20-22 Nov. 2009
Firstpage :
66
Lastpage :
69
Abstract :
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, sufficipost probability density functionent academic gist, easy intellect, and the data collectes easily etc.
Keywords :
Bayes methods; estimation theory; software reliability; Bayes theory; briefness character; formalistic description; input area random testing procedure; prior probability density function; random right times; random testing muster; software disabled behavior; software reliability estimation method; Decision support systems; Software reliability; Bayesian Method; Sofware Reliability; Sofware Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
Type :
conf
DOI :
10.1109/ICICISYS.2009.5358235
Filename :
5358235
Link To Document :
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