基于遗传算法的无线网络通信资源分配算法  

Wireless Network Communication Resource Allocation Algorithm based on Genetic Algorithm

作　　者：刘文成 LIU Wencheng(Zhengzhou University of Industrial Technology,Zhengzhou Henan 451150,China)

机构地区：[1]郑州工业应用技术学院,河南郑州451150

出　　处：《信息与电脑》2021年第13期36-38,共3页Information & Computer

摘　　要：无线网络通信资源分配节点间的路径信息混乱导致资源分配迭代冗余信息量过高,接收信息时间过长。因此,研究基于遗传算法的无线网络通信资源分配算法。设计无线网络通信资源分配函数,构建资源节点,以此实现传感节点信息分配。同时梳理路径信息,通过筛选遗传算法分配资源冗余传输路径,从而完成无线网络通信资源分配。实验结果表明基于遗传算法的无线网络通信资源分配算法的资源分配迭代冗余信息量最高不超过1.0×10~5 bit,即该算法可以大幅降低冗余信息量,具有更高的合理性与应用性。The path information between the wireless network communication resource allocation nodes is chaotic,which leads to the excessive amount of redundant information in the resource allocation iteration,receiving no information for too long.Therefore,research on the wireless network communication resource allocation algorithm was based on genetic algorithm.Design wireless network communication resource allocation function and construct resource nodes to realize sensor node information allocation,sort out path information,and allocate resource redundant transmission paths through screening genetic algorithm to complete wireless network communication resource allocation.Experimental results show:the resource allocation iteration redundant information of the wireless network communication resource allocation algorithm based on genetic algorithm does not exceed 1.0×105 bit.Therefore,the genetic algorithm-based wireless network communication resource allocation algorithm greatly reduces the amount of redundant information,which is more reasonable and applicable.

关 键 词：遗传算法 无线网络 资源分配 迭代冗余 传输路径 

分 类 号：TP391.4[自动化与计算机技术—计算机应用技术]