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
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
Journal title :
Electronic Notes in Discrete Mathematics