An approach to predictive-reactive scheduling of parallel machines subject to disruptions

Alejandra Duenas, Dobrila Petrovic

    Research output: Contribution to journalArticle

    22 Citations (Scopus)

    Abstract

    In this paper, a new predictive-reactive approach to a parallel machine scheduling problem in the presence of uncertain disruptions is presented. The approach developed is based on generating a predictive schedule that absorbs the effects of possible uncertain disruptions through adding idle times to the job processing times. The uncertain disruption considered is material shortage, described by the number of disruption occurrences and disruption repair period. These parameters are specified imprecisely and modelled using fuzzy sets. If the impact of a disruption is too high to be absorbed by the predictive schedule, a rescheduling action is carried out. This approach has been applied to solving a real-life scheduling problem of a pottery company.
    Original languageEnglish
    Pages (from-to)65-82
    JournalAnnals of Operations Research
    Volume159
    Issue number1
    DOIs
    Publication statusPublished - Mar 2008

    Bibliographical note

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    Keywords

    • Theory of Computation
    • Combinatorics
    • Operations Research/Decision Theory

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