• DocumentCode
    174254
  • Title

    Solving the p-median problem by a simple differential evolution

  • Author

    Kromer, Pavel ; Platos, Jan

  • Author_Institution
    Dept. of Comput. & Electr. Eng., Univ. of Alberta, Edmonton, AB, Canada
  • fYear
    2014
  • fDate
    5-8 Oct. 2014
  • Firstpage
    3503
  • Lastpage
    3507
  • Abstract
    Differential evolution is a real-parameter metaheuristic optimization method with a history of successful applications in many different domains. The p-median problem is a well-known combinatorial optimization problem with several possible formulations and many practical applications in areas such as operational research and planning. It has been also used as a testbed for various heuristic and metaheuristic optimization algorithms. This work uses a simple variant of the differential evolution to solve the p-median problem and evaluates the efficiency of this method in a series of computational experiments.
  • Keywords
    combinatorial mathematics; evolutionary computation; optimisation; combinatorial optimization problem; differential evolution; p-median problem; real-parameter metaheuristic optimization method; Genetic algorithms; Heuristic algorithms; Optimization; Sociology; Statistics; Vectors; Wheels; differential evolution; experiments; p-median problem;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • Type

    conf

  • DOI
    10.1109/SMC.2014.6974472
  • Filename
    6974472