基于改进烟花算法的空战指挥引导对策生成

针对新型空战条件下指挥引导对策生成问题,提出了一种基于改进烟花算法的指挥引导对策生成方法。首先分析了现有模型的不足,在综合考虑角度、距离、速度、高度态势以及战机性能的基础上,构建并加入支援保障因素模型,构造指挥引导对策生成综合指标函数;其次针对传统自适应烟花算法在收敛精度和速度方面的不足,将轮盘赌选择、维度方差、禁忌搜索思想用于改进其中的变异算子和选择算子;最后针对改进的模型和算法进行了仿真分析。仿真结果表明,改进的模型更加符合实际,算法的收敛精度、收敛速度更优,对于解决空战指挥引导对策生成问题具有更好的效果。

Generation of air combat command and guidance countermeasures based on improved fireworks algorithm

Aiming at the problem of command and guidance countermeasure generation under new air combat conditions, a command and guidance countermeasure generation method based on the improved fireworks algorithm is proposed. Firstly, the shortcomings of the existing models are analyzed, and a support factor model is built and added. Then, considering the advantages and threats of angle, distance, speed and height, as well as the performance factors of fighter planes, a comprehensive index function is constructed. Finally, aiming at the shortcomings of the traditional adaptive fireworks algorithm in convergence accuracy and convergence speed, roulette wheel selection, dimensional variance and tabu search are applied to improving mutation operator and selection operator, and simulation analysis is carried out for the improved algorithm. The simulation results show that the improved model is more practical, the convergence accuracy and convergence speed of the algorithm are better, and it has better effect on solving the problem of air combat command and guidance countermeasure generation.