Optimal ordering of tests with extreme dependencies

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    4 Scopus citations

    Abstract

    Optimization of testing strategies has numerous facets. Here we examine the case where tests are one-sided perfect-thus an optimal strategy consists of a sequence of tests, and the remaining problem is to find an optimal (w.r.t. time, or any other resource) ordering of a given set of tests. In prior work, we examined conditions under which statistically independent test sequences can be optimized under precedence constraints. This paper examines conditions under which one can efficiently find an optimal ordering of tests with statistical dependencies. We provide low-order polynomial time algorithms for special cases with non-trivial dependency structures.

    Original languageEnglish
    Title of host publicationModelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, MCO 2015
    EditorsNgoc Thanh Nguyen, Hoai An Le Thi, Tao Pham Dinh
    PublisherSpringer Verlag
    Pages81-92
    Number of pages12
    ISBN (Print)9783319181608
    DOIs
    StatePublished - 1 Jan 2015
    Event3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, MCO 2015 - Nancy, France
    Duration: 11 May 201513 May 2015

    Publication series

    NameAdvances in Intelligent Systems and Computing
    Volume359
    ISSN (Print)2194-5357

    Conference

    Conference3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, MCO 2015
    Country/TerritoryFrance
    CityNancy
    Period11/05/1513/05/15

    ASJC Scopus subject areas

    • Control and Systems Engineering
    • General Computer Science

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