• DocumentCode
    144908
  • Title

    Enhancement of jobshop scheduling problem using search optimization

  • Author

    Viradia, Vinay P. ; Bhatt, Chintan M.

  • Author_Institution
    Dept. of Comput. Eng., Charotar Univ. Of Sci. & Technol., Anand, India
  • fYear
    2014
  • fDate
    6-8 May 2014
  • Firstpage
    411
  • Lastpage
    414
  • Abstract
    Jobshop scheduling is a most difficult problem, both theoretically and practically. It is classified as NP-Hard Problem. Nature Inspired (or bio-inspired) Algorithms is a new age in layering spacious series of applications and solution to different optimization problems. These algorithms are known as clever algorithms. Job shop scheduling is a problem of constrained optimization and it is most universal and complex problem among all shop scheduling problems Nature inspired algorithms and approximation algorithms seem to be very effective in giving near optimal solutions to such complex problems. In this paper, the concept of the cuckoo search (CS) algorithm (metaheuristic approach to solve structural optimization problems) is elaborated and estimate the approach that cuckoo search optimization algorithm can perform more efficiently. This paper is also trying to give the better approach of reducing makespan of jobshop benchmark problems.
  • Keywords
    approximation theory; computational complexity; job shop scheduling; optimisation; search problems; NP-hard problem; approximation algorithms; bio-inspired algorithms; clever algorithms; constrained optimization; cuckoo search optimization algorithm; jobshop benchmark problems; jobshop scheduling problem; metaheuristic approach; nature inspired algorithms; near optimal solutions; structural optimization problems; Algorithm design and analysis; Approximation algorithms; Job shop scheduling; Optimization; Processor scheduling; Search problems; Cuckoo search (CS); Metaheuristic; Nature-inspired Algorithm; jobshop; scheduling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information and Communication Technology and it's Applications (DICTAP), 2014 Fourth International Conference on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-1-4799-3723-3
  • Type

    conf

  • DOI
    10.1109/DICTAP.2014.6821721
  • Filename
    6821721