H. Paul et J. Tindle, PASSIVE OPTICAL NETWORK PLANNING IN LOCAL ACCESS NETWORKS - AN OPTIMIZATION APPROACH UTILIZING GENETIC ALGORITHMS, British Telecom technology journal, 14(2), 1996, pp. 110-115
Optimal plant expansion in local access networks has strategic and fin
ancial importance for public telecommunications providers. Probably th
e most important future development in the area of digital communicati
ons will be the deployment of fibre optics by the telephone companies.
This paper describes a genetic algorithm-based planning system develo
ped to support the deployment of passive optical network (PON) technol
ogy in the local access network. Current planning practice is examined
and the rationale behind the use of an optimisation method is explain
ed. This paper presents a short introduction to genetic algorithms and
outlines how they can be applied to PON planning. The system structur
e and optimisation framework associated with a genetic algorithm-based
PON planning optimiser is discussed. The planning system developed by
the authors can be used to determine the location, type, quantity and
connection arrangements of PON components in networks. Results for so
me test problems are given; the optimiser is shown to produce low-cost
solutions in an acceptable time.