Rolling operation algorithm for solving complex scheduling problems

Barbara Czuczai, Tivadar Farkas, Endre Rev, Zoltan Lelkes

Research output: Contribution to journalArticle

Abstract

Large-scale scheduling problems have remained difficult to solve despite the intense research in the area and many successful algorithms. In this paper, a new decomposition algorithm is presented which finds a good feasible solution even for large-scale problems in a reasonable time. In each iteration, a maximum allowed number of operations is first assigned to available units, then the algorithm alternates between a production quantity maximization step and a production time minimization step in each iteration. The performance of the "rolling operation" algorithm is illustrated using an industrial example.

Original languageEnglish
Pages (from-to)3898-3908
Number of pages11
JournalIndustrial and Engineering Chemistry Research
Volume48
Issue number8
DOIs
Publication statusPublished - Apr 15 2009

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ASJC Scopus subject areas

  • Chemistry(all)
  • Chemical Engineering(all)
  • Industrial and Manufacturing Engineering

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