• Title of article

    Solving the Passive Optical Network with Fiber Duct Sharing Planning Problem Using Discrete Techniques

  • Author/Authors

    van Loggerenberg، نويسنده , , S.P. and Grobler، نويسنده , , M.J. and Terblanche، نويسنده , , S.E.، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2013
  • Pages
    8
  • From page
    343
  • To page
    350
  • Abstract
    Similar to the constrained facility location problem, the passive optical network (PON) planning problem necessitates the search for a subset of deployed facilities (splitters) and their allocated demand points (optical network units) to minimize the overall deployment cost. In this paper we use a mixed integer linear programming formulation stemming from network flow optimization to construct a heuristic based on limiting the total number of interconnecting paths when implementing fiber duct sharing. Then, a disintegration heuristic involving the construction of valid clusters from the output of a k means algorithm, reduce the time complexity while ensuring close to optimal results. The proposed heuristics are then evaluated using a real-world dataset, showing favourable performance.
  • Keywords
    milp , Network modelling , PON , FTTH , optimization
  • Journal title
    Electronic Notes in Discrete Mathematics
  • Serial Year
    2013
  • Journal title
    Electronic Notes in Discrete Mathematics
  • Record number

    1456229