• DocumentCode
    2327733
  • Title

    A Hybrid Scatter Search algorithm to assign terminals to concentrators

  • Author

    Bernardino, Eugénia Moreira ; Bernardino, Anabela Moreira ; Sánchez-Pérez, Juan Manuel ; Gómez-Pulido, Juan Antonio ; Vega-Rodríguez, Miguel Angel

  • Author_Institution
    Dept. of Comput. Sci., Res. Center for Inf. & Commun., Leiria, Portugal
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The last few years have seen a significant growth in communication networks. With the growth of data traffic, network operators seek network-engineering tools to extract the maximum benefits out of the existing infrastructure. This has suggested a number of new optimisation problems, most of them in the field of combinatorial optimisation. We address here the Terminal Assignment problem. The main objective is to assign a collection of terminals to a collection of concentrators. In this paper, we propose a Hybrid Scatter Search (HSS) algorithm to assign terminals to concentrators. Coupled with the Scatter Search algorithm we use a Tabu Search algorithm to locate the global minimum. We show that HSS is able to achieve feasible solutions to Terminal Assignment instances, improving the results obtained by previous approaches.
  • Keywords
    combinatorial mathematics; optimisation; search problems; telecommunication networks; telecommunication terminals; combinatorial optimisation; hybrid scatter search algorithm; network engineering tool; scatter search algorithm; tabu search algorithm; terminal assignment problem; Algorithm design and analysis; Approximation algorithms; Artificial neural networks; Classification algorithms; Communication networks; Computers; Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2010 IEEE Congress on
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-6909-3
  • Type

    conf

  • DOI
    10.1109/CEC.2010.5586146
  • Filename
    5586146