Selection of Appropriate Tra-c of a Computer Network with Fixed Topology Using GAs
Alaa F. Sheta, Mohammad Salamah, Hamza Turabieh · 2007
This paper introduces the idea of using Genetic Algorithms as an optimization technique to select the appropriate tra-c of a computer network with flxed topology. The ultimate goal in computer network design is to have a high utilization of the net- work resources such that low level of congestion, high throughput and minimum delay over the channels are achieved. This is why we need to minimizing the de- lay over the network such that the constraints on the total capacity and tra-c are satisfled. On doing this, we developed a set of experiment to test the perfor- mance of GAs. We also compared our results with (1) for the ATM network. Experimental results show that our setup experiments for GAs can provide good results in solving such a problem.