基于人工蜂群算法的航空电子系统负载均衡研究

Research on Load Balancing of Avionics System Based on Artificial Bee Colony Algorithm

针对航空电子系统中存在的任务请求多、资源利用率低、负载不均衡等问题,通过基于人工蜂群算法,设计并实现航空电子系统负载平衡机制。建立航空电子系统负载均衡数学模型,通过研究人工蜂群算法的四个阶段来求解航空电子系统的负载均衡,将待分配的计算任务指派给当前负载最轻的处理器。实验结果表明该算法负载均衡效果好。

Aiming at the problems of multi task request,low resource utilization and unbalanced load in avionics system,a load balancing mechanism of avionics system is designed and implemented based on artificial bee colony algorithm.The mathematical model of load balancing in avionics system is established.The four stages of artificial bee colony algorithm are studied to solve the load balance of avionics system,so that computing tasks to be allocated are assigned to the processor with the lightest load.Experimental results show that this algorithm has good load balancing effect.