Modeling and Simulation of Network Load Balance Algorithm
Liu Xiao · Jisuanji fangzhen · 2012
Research network resource management in the load balancing and optimization problems.network resources are limited and the loads is of burstness.Single ant colony algorithm or genetic algorithm have their shortcomings,therefore the application of network load change characteristics,the network resource utilization rate is low.In order to improve the network resource utilization rate and make the network load more balanced,the paper put forward a network load balancing method based on ant colony genetic algorithm.Firstly,the genetic algorithm was used in the network load balancing problem with global search.And then,the result from the genetic algorithm was taken as the initial pheromone of ant colony algorithm to find the optimal solution of network load balance.The simulation results show that,compared with other algorithms,the ant colony genetic algorithm improves the network resource utilization rate and reduces the network loss rate,so that the overall network performance is better.