Title :
Novel model of software reliability by the grey system theory
Author_Institution :
South China Univ. of Technol., Guangzhou
Abstract :
The software system must work in an acceptable degree of reliability and quality. There are lots of interpretative methods to forecast the reliability of software system, such as stochastic modelling, queueing systems and network models, neural networks models, etc. But these approaches contain some limitations. A grey system theory approach is proposed in this paper. It gives the grey model for software system reliability estimation. Forecast data is got by grey model, and compared with the actual data. It is fitting well between these two data sets.
Keywords :
grey systems; software quality; software reliability; grey system theory; software quality; software reliability; software system; Computer network reliability; Computer science; Differential equations; Neural networks; Predictive models; Reliability engineering; Reliability theory; Software reliability; Software systems; Stochastic systems; forecast; grey system theory; software reliability model;
Conference_Titel :
Electro/Information Technology, 2007 IEEE International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-0941-9
Electronic_ISBN :
978-1-4244-0941-9
DOI :
10.1109/EIT.2007.4374449
