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    NTHUR > College of Electrical Engineering and Computer Science > Department of Computer Science > CS Journal / Magazine Articles >  A unified scheme of some nonhomogenous poisson process models for software reliability estimation


    Please use this identifier to cite or link to this item: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/12941


    Title: A unified scheme of some nonhomogenous poisson process models for software reliability estimation
    Authors: Huang,Chin-Yu
    Lyu,Michael R.
    Kuo,Sy-Yen
    Teacher: 黃慶育
    Date: 2003
    Publisher: Institute of Electrical and Electronics Engineers Inc
    Relation: IEEE Transactions on Volume 29,Issue 3,March 2003, Page(s):261-269
    Keywords: Software engineering
    Data reduction
    Poisson distribution
    Program debugging
    Harmonic analysis
    Abstract: In this paper, we describe how several existing software reliability growth models based on Nonhomogeneous Poisson processes (NHPPs) can be comprehensively derived by applying the concept of 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 quasi arithmetic viewpoint. In addition to the above three means, we formulate a more general transformation that includes a parametric family of power transformations. Under this general framework, we verify the existing NHPP models and derive several new NHPP models. We show that these approaches cover a number of well-known models under different conditions.
    Relation Link: http://ieeexplore.ieee.org/Xplore/dynhome.jsp
    URI: http://nthur.lib.nthu.edu.tw/handle/987654321/12941
    Appears in Collections:[Department of Computer Science] CS Journal / Magazine Articles
    [Institute of Information Systems and Applications] ISA Journal / Magazine Articles

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