• DocumentCode
    2303128
  • Title

    Relation matrices for automated MILP modeling of scheduling problems using temporal constraints

  • Author

    Fröhlich, Ralf ; Steneberg, Steffen C.

  • Author_Institution
    Inst. of Autom., Hamburg Univ. of Technol., Hamburg, Germany
  • fYear
    2010
  • fDate
    21-24 Aug. 2010
  • Firstpage
    69
  • Lastpage
    74
  • Abstract
    This paper addresses the forming of Mixed Integer Linear Programming (MILP) models for factory scheduling. Relation Matrices using Allen´s temporal relations for qualitative relations between the single operations of each job are developed. Extensions of the basic temporal relations are introduced to model resource constraints for different shops. The MILP model is automatically developed out of the basic information about the duration and the sequence of the operations forming each job and the relations between these operations. For validation purposes the results for standard shop models as Flow Shop or Robotic Cycle Shop are presented as well as for a more complex Filling Shop involving loops in the process sequence as well as buffers.
  • Keywords
    flow shop scheduling; integer programming; linear programming; matrix algebra; Allen temporal relation; automated MILP modeling; factory scheduling problem; flow shop; mixed integer linear programming; relation matrices; robotic cycle shop; temporal constraint; Barium; Ducts; Gallium nitride; Allen´s temporal relations; Factory Scheduling; automated MILP model generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Science and Engineering (CASE), 2010 IEEE Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-5447-1
  • Type

    conf

  • DOI
    10.1109/COASE.2010.5584085
  • Filename
    5584085