On a unified theory of some nonhomogeneous Poisson process models for software reliability

Rong Huei Hou; Sy Yen Kuo; Yi Ping Chang

doi:10.1109/SEEP.1998.707634

On a unified theory of some nonhomogeneous Poisson process models for software reliability

Rong Huei Hou, Sy Yen Kuo, Yi Ping Chang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

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.

Original language	English
Title of host publication	Proceedings - 1998 International Conference Software Engineering
Subtitle of host publication	Education and Practice, SEEP 1998
Editors	Stephen Cranefield, Stephen MacDonell, Martin Purvis
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	60-67
Number of pages	8
ISBN (Electronic)	0818688289, 9780818688287
DOIs	https://doi.org/10.1109/SEEP.1998.707634
State	Published - 1998
Externally published	Yes
Event	1998 International Conference Software Engineering: Education and Practice, SEEP 1998 - Dunedin, New Zealand Duration: 26 01 1998 → 29 01 1998

Publication series

Name	Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998
Volume	1998-January

Conference

Conference	1998 International Conference Software Engineering: Education and Practice, SEEP 1998
Country/Territory	New Zealand
City	Dunedin
Period	26/01/98 → 29/01/98

Bibliographical note

Publisher Copyright:
© 1998 IEEE.

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10.1109/SEEP.1998.707634

Cite this

Hou, R. H., Kuo, S. Y., & Chang, Y. P. (1998). On a unified theory of some nonhomogeneous Poisson process models for software reliability. In S. Cranefield, S. MacDonell, & M. Purvis (Eds.), Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998 (pp. 60-67). (Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998; Vol. 1998-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SEEP.1998.707634

Hou, Rong Huei ; Kuo, Sy Yen ; Chang, Yi Ping. / On a unified theory of some nonhomogeneous Poisson process models for software reliability. Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998. editor / Stephen Cranefield ; Stephen MacDonell ; Martin Purvis. Institute of Electrical and Electronics Engineers Inc., 1998. pp. 60-67 (Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998).

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title = "On a unified theory of some nonhomogeneous Poisson process models for software reliability",

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.",

author = "Hou, {Rong Huei} and Kuo, {Sy Yen} and Chang, {Yi Ping}",

note = "Publisher Copyright: {\textcopyright} 1998 IEEE.; 1998 International Conference Software Engineering: Education and Practice, SEEP 1998 ; Conference date: 26-01-1998 Through 29-01-1998",

year = "1998",

doi = "10.1109/SEEP.1998.707634",

language = "英语",

series = "Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998",

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Hou, RH, Kuo, SY & Chang, YP 1998, On a unified theory of some nonhomogeneous Poisson process models for software reliability. in S Cranefield, S MacDonell & M Purvis (eds), Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998. Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998, vol. 1998-January, Institute of Electrical and Electronics Engineers Inc., pp. 60-67, 1998 International Conference Software Engineering: Education and Practice, SEEP 1998, Dunedin, New Zealand, 26/01/98. https://doi.org/10.1109/SEEP.1998.707634

On a unified theory of some nonhomogeneous Poisson process models for software reliability. / Hou, Rong Huei; Kuo, Sy Yen; Chang, Yi Ping.
Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998. ed. / Stephen Cranefield; Stephen MacDonell; Martin Purvis. Institute of Electrical and Electronics Engineers Inc., 1998. p. 60-67 (Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998; Vol. 1998-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - 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.

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Hou RH, Kuo SY, Chang YP. On a unified theory of some nonhomogeneous Poisson process models for software reliability. In Cranefield S, MacDonell S, Purvis M, editors, Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998. Institute of Electrical and Electronics Engineers Inc. 1998. p. 60-67. (Proceedings - 1998 International Conference Software Engineering: Education and Practice, SEEP 1998). doi: 10.1109/SEEP.1998.707634

On a unified theory of some nonhomogeneous Poisson process models for software reliability

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