实数自适应遗传算法在雷达处理中的应用  

Application of Adaptive Genetic Algorithm to Radar Data Imaging Process

作　　者：朱文亮[1] 刘思力[1] 潘伟[1] 

机构地区：[1]沈阳炮兵学院电子侦察系,辽宁沈阳110867

出　　处：《软件》2011年第6期54-56,共3页Software

摘　　要：实数自适应遗传算法在雷达处理中具有广泛应用。本文对基于实数自适应遗传算法原理、交叉概率和变异概率的自适应确定方法以及实数自适应遗传操作方法进行了阐述,在分析探地成像雷达电磁波在地下传播特性的基础上对雷达测得的电磁波信号的成像问题进行了研究,并通过计算机仿真验证算法的可行性,从而得出基于实数编码的稳态遗传算法克服了普通二进制算法的缺点,增加了普通遗传算法的搜索能力,对于求解大规模优化问题是适合的,是一种具有工程实用价值的算法。There is wide application of adaptive genetic algorithm to radar data imaging process. The paper explained the principle of adaptive genetic algorithm, the adaptive ascertain method of cross probability and aberrant probability, operating method of adaptive genetic. It studied the propagation characteristic of the underground electromagnetic wave and researches the feasibility of imaging on this foundation. It concluded that adaptive steady-state genetic algorithm got over normal binary algorithm. It strengthened the search ability of normal binary algorithm. It was adaptive to solve large-scale optimizing problem. It was a algorithm of wide practical use to engineering.

关 键 词：雷达 自适应遗传算法 交叉概率 变异概率 

分 类 号：TN957.53[电子电信—信号与信息处理]