• DocumentCode
    1989748
  • Title

    Mission assignment and scheduling for a team of service robots using evolutionary algorithms

  • Author

    Baalbaki, Hassan ; Xie, Xiaolan ; Delorme, Xavier

  • Author_Institution
    Dept. of Health Sci. & Eng., Ecole Nat. Super. des Mines de St. Etienne, St. Etienne, France
  • fYear
    2010
  • fDate
    18-20 Feb. 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper addresses the optimization of execution plan of assistance activities to be performed by a group of service robots in a healthcare environment. Centralised operation strategies for scheduling and assigning assistance activities to robots are proposed in order to efficiently and quickly meet the various requirements for robot assistance of the whole healthcare system. We first formulate the problem as a linear program and then propose different evolutionary algorithms. Numerical experimentations are conducted to assess the efficiency of these algorithms.
  • Keywords
    evolutionary computation; health care; linear programming; service robots; evolutionary algorithms; execution plan optimization; healthcare environment; linear program; mission assignment; robots centralised operation strategies; scheduling; service robots; Costs; Decision making; Evolutionary computation; Job shop scheduling; Medical services; Mobile robots; Processor scheduling; Routing; Service robots; Vehicles; Evolutionary algorithms; Real time control; Scheduling; centrelized decision making agent;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Health Care Management (WHCM), 2010 IEEE Workshop on
  • Conference_Location
    Venice
  • Print_ISBN
    978-1-4244-4997-2
  • Electronic_ISBN
    978-1-4244-4998-9
  • Type

    conf

  • DOI
    10.1109/WHCM.2010.5441268
  • Filename
    5441268