%0 Journal Article
%T Multi-path and multi-object optimization routing algorithm for WMSNs based on genetic algorithm<br>基于遗传算法的WMSNs多路径多目标优化路由算法
%A LI Cheng-bo
%A WANG Xiao-ming
%A LIU Qiang
%A <br>李成博
%A 王小明
%A 柳　强
%J 计算机应用研究
%D 2012
%I 
%X Aiming to the requirements of WMSNs routing algorithm designing, this paper proposed a multi-path and multi-object optimization routing algorithm for WMSNs based on genetic algorithm (MMOR-GA) according to the basic principle of genetic algorithm and the Pareto multi-objective optimizing method.The MMOR-GA algorithm took full advantage of the large volume storage space, abundant energy and powerful computing ability of the base station in order to search multi-path and multi-object optimization routing paths for WMSNs in the global scope.Simultaneously, this algorithm created a WMSNs model and multi-objective optimizing function based on the concept of forward neighbors.In addition, it designed the specific coding scheme, selection operator, crossover operator and mutation operator. MMOR-GA and TPGF algorithm were simulated.The results show that MMOR-GA is able to evenly and effectively improve the performance of several QoS parameters of WMSNs routing.
%K wireless multimedia sensor networks (WMSNs)
%K genetic algorithm (GA)
%K multi-object optimization
%K multi-path routing<br>无线多媒体传感器网络
%K 遗传算法
%K 多目标优化
%K 多路径
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=924F7D591EA7595EAF5061931D866207&yid=99E9153A83D4CB11&vid=771469D9D58C34FF&iid=B31275AF3241DB2D&sid=A89E661E122A2215&eid=0927C49686EB88E9&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=15