Title :
Minimum cost topology optimisation of ATM networks using genetic algorithms
Author :
Sayoud, H. ; Takahashi, K. ; Vaillant, B.
Author_Institution :
Center of High Speed Broadband Networking, Multimedia Univ., Cyberjaya, Malaysia
fDate :
11/23/2000 12:00:00 AM
Abstract :
The application of a specialised genetic algorithm to the solution of the NP-complete ATM network topology design and capacity assignment problem is considered. It is shown that the developed binary encoding scheme combined with different genetic operator representations and the use of elitism is ideally suited to this type of problem and that computational techniques using this approach lead to a rapid and effective solution for networks of this class
Keywords :
asynchronous transfer mode; broadband networks; communication complexity; encoding; genetic algorithms; network topology; ATM network capacity assignment problem; ATM network topology design problem; ATM networks; NP-complete problem; binary encoding scheme; computational techniques; elitism; genetic algorithms; genetic operator representations; minimum cost topology optimisation;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20001406