• DocumentCode
    2305858
  • Title

    Heuristic local search for fuzzy open shop scheduling

  • Author

    Gonzalez-Rodriguez, I. ; Palacios, Juan José ; Vela, Camino R. ; Puente, Jorge

  • Author_Institution
    Dept. of Math., Univ. of Cantabria, Santander, Spain
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    We consider the fuzzy open shop scheduling problem, where task durations are assumed to be ill-known and modelled as triangular fuzzy numbers. We propose a neighbourhood structure for local search procedures, based on reversing critical arcs in the associated disjunctive graph. We provide a thorough theoretical study of the structure and, in particular, prove that feasibility and asymptotic convergence hold. We further illustrate its good behaviour with experimental results obtained by incorporating the local search procedure to an existing genetic algorithm from the literature and provide a new benchmark of problem instances.
  • Keywords
    fuzzy set theory; genetic algorithms; graph theory; job shop scheduling; search problems; associated disjunctive graph; asymptotic convergence; fuzzy open shop scheduling; genetic algorithm; heuristic method; local search; triangular fuzzy number; Approximation methods; Electronic mail; Job shop scheduling; Maintenance engineering; Schedules; Search problems; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584235
  • Filename
    5584235