Title :
On a unified theory of some nonhomogeneous Poisson process models for software reliability
Author :
Hou, Rong-Huei ; Kuo, Sy-Yen ; Chang, Yi-Ping
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
We show how several existing software reliability growth models based on nonhomogeneous Poisson processes (NHPPs) can be comprehensively derived by applying the concept of the weighted arithmetic, weighted geometric, or weighted harmonic mean. Furthermore, based on these three weighted means, we thus propose a more general NHPP model from the viewpoint of quasi-arithmetic mean. Under this general framework, we can not only derive some existing NHPP models but also can derive some new NHPP models
Keywords :
software reliability; stochastic processes; NHPP model; nonhomogeneous Poisson process models; quasi-arithmetic mean; software reliability growth models; weighted arithmetic mean; weighted geometric mean; weighted harmonic mean; Arithmetic; Chemical reactors; Computer errors; Control systems; Electric breakdown; Product development; Software reliability; Software systems; Software testing; Space shuttles;
Conference_Titel :
Software Engineering: Education & Practice, 1998. Proceedings. 1998 International Conference
Conference_Location :
Dunedin
Print_ISBN :
0-8186-8828-9
DOI :
10.1109/SEEP.1998.707634