• DocumentCode
    584723
  • Title

    An improved electromagnetism-like mechanism for capacitated vehicle routing problem

  • Author

    Zarei, Akram ; Akbarzadeh-T, Mohammad-R ; Gharehjanloo, Masoud

  • Author_Institution
    Artificial Intell., Islamic Azad Univ., Mashad, Iran
  • fYear
    2012
  • fDate
    18-19 Oct. 2012
  • Firstpage
    139
  • Lastpage
    143
  • Abstract
    In this paper a new electromagnetism-like mechanism is proposed for combinatorial optimization of capacitated vehicle routing problem. electromagnetism-like mechanism is a new metaheuristic method and inspired by the attraction and repulsion mechanism of the electromagnetism theory. we propose a new electromagnetism-like mechanism that it includes a new distance measure between solutions and new effective process of attraction and repulsion. In order to analyze the proposed algorithm a comparison is done with existing algorithm for this problem. Computational results show that the proposed electromagnetism-like mechanism algorithm has a good performance for the considered problem.
  • Keywords
    combinatorial mathematics; optimisation; vehicle routing; attraction mechanism; capacitated vehicle routing problem; combinatorial optimization; distance measure; electromagnetism-like mechanism; metaheuristic method; repulsion mechanism; Algorithm design and analysis; Computers; Force; Routing; Sociology; Statistics; Vehicles; Electromagnetism theory; Electromagnetism-like mechanism; Meta-heuristics; capacitated vehicle routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Knowledge Engineering (ICCKE), 2012 2nd International eConference on
  • Conference_Location
    Mashhad
  • Print_ISBN
    978-1-4673-4475-3
  • Type

    conf

  • DOI
    10.1109/ICCKE.2012.6395367
  • Filename
    6395367