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Optimal Deployment of Radar Network based on Chaos Genetic Algorithm

机译:基于混沌遗传算法的雷达网络优化部署

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In this paper, an optimal disposition method based on chaos genetic algorithm (AGA) is presented for radar netting. A mathematical model for radar optimal disposition is established according to the analysis of regional radar netting at the beginning. And then, the solving process of AGA for this optimization problem is discussed. The adaptive crossover probability and adaptive mutation probability are proposed, which consider the influence of every generation to algorithm and the effect individual fitness in every generation. Finally, through analyzing an example, it comes to a conclusion that several optimal deployment of radar networks can be obtained much more quickly by this method with better operability.
机译:本文提出了一种基于混沌遗传算法(AGA)的最佳配置方法进行雷达网。根据开始的区域雷达网的分析,建立了雷达最佳配置的数学模型。然后,讨论了该优化问题的AGA的解决过程。提出了自适应交叉概率和自适应突变概率,这考虑了每一代中每一代到算法的影响和各一代人的效果。最后,通过分析一个例子,得出结论,通过这种方法可以更快地获得雷达网络的几个最佳部署,具有更好的可操作性。

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