• DocumentCode
    3090736
  • Title

    A discrete differential evolution algorithm for cyclic scheduling problem in re-entrant robotic cells

  • Author

    Shibohua Zhang ; Pengyu Yan ; Che, Ada

  • Author_Institution
    Sch. of Manage., Northwestern Polytech. Univ., Xi´an, China
  • fYear
    2013
  • fDate
    17-19 July 2013
  • Firstpage
    273
  • Lastpage
    277
  • Abstract
    This paper addresses cyclic scheduling in robotic cells with re-entrant workstations which parts visit more than once. We present an analytical model for the problem with a given robot move sequence. Then the problem is transferred to find a robot move sequence to minimize the cycle time. An efficient discrete differential evolution (DDE) algorithm is presented to search a near-optimal robot move sequence. We encode the permutation of the robot moves as the chromosome of the individual and propose a modified mutation and crossover operations to generate the new individual. Our DDE algorithm is tested by a numerical instance.
  • Keywords
    control engineering computing; evolutionary computation; industrial robots; materials handling equipment; optimal control; scheduling; DDE algorithm; crossover operations; cyclic scheduling problem; discrete differential evolution algorithm; individual chromosome; mutation operations; near-optimal robot move sequence; numerical instance; reentrant robotic cells; reentrant workstations; robot moves permutation; Algorithm design and analysis; Job shop scheduling; Processor scheduling; Robots; Schedules; Workstations; cyclic scheduling; discrete differential evolution; re-entrant; robotic cell;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service Systems and Service Management (ICSSSM), 2013 10th International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4673-4434-0
  • Type

    conf

  • DOI
    10.1109/ICSSSM.2013.6602545
  • Filename
    6602545