Combining Latin Hypercube Designs and Discrete Event Simulation in a Study of a Surgical Unit

Christian Dehlendorff, Klaus Kaae Andersen, Murat Kulahci

    Research output: Contribution to conferencePosterResearch

    213 Downloads (Pure)

    Abstract

    Summary form given only:In this article experiments on a discrete event simulation model for an orthopedic surgery are considered. The model is developed as part of a larger project in co-operation with Copenhagen University Hospital in Gentofte. Experiments on the model are performed by using Latin hypercube designs. The parameter set consists of system settings such as use of preparation room for sedation and the number of operating rooms, as well as management decisions such as staffing, size of the recovery room and the number of simultaneously active operating rooms. Sensitivity analysis and optimization combined with meta-modeling are employed in search for optimal setups. The primary objective in this article is to minimize time spent by the patients in the system. The overall long-term objective for the orthopedic surgery unit is to minimize time lost during the pre- and post operation activities for acute and elective surgery as well as dedicated elective surgery.
    Original languageEnglish
    Publication date2007
    DOIs
    Publication statusPublished - 2007
    Event2007 Winter Simulation Conference - Washington DC, United States
    Duration: 9 Dec 200712 Dec 2007

    Conference

    Conference2007 Winter Simulation Conference
    CountryUnited States
    CityWashington DC
    Period09/12/200712/12/2007

    Bibliographical note

    Copyright: 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE

    Keywords

    • Computer experiments
    • Latin Hypercube

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