• DocumentCode
    2736083
  • Title

    A Hybrid Bubble Sorting Simulated Annealing algorithm for job shop scheduling

  • Author

    Shivasankaran, N. ; Kumar, Pranav ; Nallakumarasamy, G. ; Raja, K.V.

  • Author_Institution
    Dept. of Mech. Eng., K.S.R. Coll. of Eng., Tiruchengode, India
  • fYear
    2012
  • fDate
    26-28 July 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Scheduling can be defined as a problem of finding an optimal sequence to execute a finite set of operations satisfying most of the constraints. So they are generally treated as NP - complete combinatorial optimization problems. Exact methods such as the branch and bound method and dynamic programming take considerable computing time if an optimum solution exists. Stochastic search techniques can be used to find nearby optimal solution. This paper presents one such technique such as Hybrid Bubble Sorting Simulated Annealing Technique (HBSSAT), a Meta - heuristic to solve the job-shop scheduling which presents two difficulties: the first is the assignment of each operation to a machine, and the other is the scheduling of set of operations in order to minimize the criterion (e.g. the make span). Sorting is done first before generation of initial solution which further gives the multiple optimal solutions with minimum computational time.
  • Keywords
    combinatorial mathematics; job shop scheduling; minimisation; simulated annealing; stochastic processes; HBSSAT; NP-complete combinatorial optimization problems; branch-and-bound method; computational time; dynamic programming; exact methods; finite operation set scheduling; hybrid bubble sorting simulated annealing technique; job shop scheduling; make span criterion minimization; meta-heuristics; operation assignment; optimal sequence; optimum solution; stochastic search techniques; Annealing; Availability; Minimization; Routing; Bubble Sorting; Job Shop; Make span Minimization; Optimization; Scheduling; Simulated Annealing Technique;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Communication & Networking Technologies (ICCCNT), 2012 Third International Conference on
  • Conference_Location
    Coimbatore
  • Type

    conf

  • DOI
    10.1109/ICCCNT.2012.6395981
  • Filename
    6395981