电光与控制, 2012, 19 (11): 39, 网络出版: 2012-11-07  

基于Memetic算法的舰艇编队防空兵力配置

Air Defense Deployment of Naval Fleet Based on Memetic Algorithm
作者单位
1 海军航空工程学院指挥系,山东 烟台264001
2 中国人民解放军91991部队,浙江 舟山316000
3 海军信息化专家委员会,北京100073
摘要
针对舰艇编队防空兵力配置问题,根据其具体的战术特点,首先对编队兵力配置区域进行有限元网格化,使之便于进行数学量化表示,然后建立基于火力杀伤能力的舰艇编队防空兵力配置模型,并对约束矩阵、配置决策矩阵、单舰火力杀伤能力矩阵、编队火力杀伤能力系数、火力杀伤要求约束矩阵以及拦截距离贡献系数等条件进行了表述。针对所建立的兵力配置模型,构造了基于Memetic法的模型求解方法,该方法能够基于种群进行全局搜索和基于个体进行局部启发式搜索,克服了进化算法的随机性,加快了搜索速度,有效防止算法的早熟收敛。仿真结果显示,设计的算法能够有效地对模型进行求解,提高了舰艇编队防空兵力配置的效率。
Abstract
The air defense deployment of naval fleet was studied.According to the tactic featuresthe deployment area was divided into many grids in order to build up mathematic models.Thenthe naval fleet air defense deployment model was established based on the fire powerand the restraint matrixdeployment decision matrixsingle-ship firepower capability matrixfleet firepower capability coefficientfirepower capability restraint matrixand intercept distance contribution coefficientwere described.On the basis of the established modelan optimization method based on Memetic algorithm was constructed.This method could search globally based on particle swarm and search locally based on individualaccelerate the search speed and effectively prevent prematurity.Simulation result shows that the algorithm can solve the deployment model effectivelyand improve the efficiency of naval fleet air defense deployment.

李大鹏, 谭乐祖, 杨明军, 杨根源. 基于Memetic算法的舰艇编队防空兵力配置[J]. 电光与控制, 2012, 19(11): 39. LI Dapeng, TAN Lezu, YANG Mingjun, YANG Genyuan. Air Defense Deployment of Naval Fleet Based on Memetic Algorithm[J]. Electronics Optics & Control, 2012, 19(11): 39.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!