• DocumentCode
    2936016
  • Title

    Solving the frequency assignment problem with differential evolution

  • Author

    Maximiano, Marisa Da Silva ; Vega-Rodríguez, Miguel A. ; Gómez-Pulido, Juan A. ; Sánchez-Pérez, Juan M.

  • Author_Institution
    Polytech. Inst. of Leiria, Leiria
  • fYear
    2007
  • fDate
    27-29 Sept. 2007
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper it is presented and researched the possibility of using the differential evolution (DE) algorithm to solve the frequency assignment problem (FAP). This problem involves a free assignment of a number of available frequencies to a set of requesters, subject to a set of specified constraints given by an interference matrix. Hence, it is a very important problem in the telecommunications area (especially in GSM networks -global system for mobile). In this work, by the first time, the performance of DE is evaluated using for the results seven well-known benchmark problems on the MS-FAP (minimum span frequency assignment problem). Furthermore, we also compare the influence of each configuration parameter of the DE, presenting the most important conclusions.
  • Keywords
    cellular radio; frequency allocation; mobile radio; GSM networks-global system; MS-FAP; differential evolution algorithm; interference matrix; minimum span frequency assignment problem; mobile networks; Base stations; Electromagnetic compatibility; Electromagnetic compatibility and interference; Evolutionary computation; Financial advantage program; Frequency; GSM; Interference constraints; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software, Telecommunications and Computer Networks, 2007. SoftCOM 2007. 15th International Conference on
  • Conference_Location
    Split-Dubrovnik
  • Print_ISBN
    978-953-6114-93-1
  • Electronic_ISBN
    978-953-6114-95-5
  • Type

    conf

  • DOI
    10.1109/SOFTCOM.2007.4446075
  • Filename
    4446075