基于改进人工蜂群算法的通信卫星资源调度

esearch on Scheduling Method for Communication Satellite Resources Based on Improved Artificial Bee Colony Algorithm

针对地球静止轨道通信卫星系统的资源调度任务需求,建立通信资源调度模型,提出一种基于改进人工蜂群算法的通信卫星资源调度方法,该方法通过提高人工蜂群算法初始种群质量,改进邻域搜索方法,有效避免算法陷入局部最优。仿真实验表明,该方法可有效提高卫星资源调度质量和调度稳定性。

According to the scheduling task requirements and system composition of the communication satellite system,this article first established a communication satellite resource scheduling model,and proposed a communication satellite resource scheduling method based on an improved artificial bee colony algorithm.By improving the quality of the initial population and improving the neighborhood search method,it is effective avoid the algorithm from falling into the local optimum.The simulation experiments have shown that the method can effectively improve the quality and stability of satellite resource scheduling.