Application of Network Load Balance Based on Simulated Annealing and Genetic Algorithm
Tan Sheng-lan · Jisuanji fangzhen · 2011
Network load balance problem is researched.Because modern network loads have the characteristics of high burstiness and high real-timing,the simple genetic algorithm or simulated annealing cannot fit the change rules,and therefore network resource utilization rate is low and the network has serious congestions.In order to improve the network resource utilization rate,make the network load balance more reasonable,the paper put forward a network load balance method based on simulated annealing and genetic algorithm.Firstly,genetic algorithm was use to sovle the network load balance problems on global search,which quickly made the solution in global optimal regions nearby.Then,the simulated annealing algorithm was used in searching near the global optimal area and found the network load balance optimal solutions.The simulation results show that the method has the advantages of simulated annealing and genetic algorithm,overcomes their shortcomings,and improves the network resource utilization and network load imbalanced status.