雷达组网作战效能的灰色聚类评估模型
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摘要
在网络化作战条件下,雷达组网作战是地空导弹武器系统发展的必然。针对其效能评估指标的模糊性和相关性,提出了雷达组网作战效能评估指标体系,结合主观和客观权重来求取指标的组合权重,利用三角白化权函数来评价对象所属的灰类,建立了基于相邻优属度熵权的灰色聚类效能评估模型。通过对雷达组网作战效能的实例分析,验证了该方法的科学性和实用性。其效能评估结果可为雷达组网的优化部署和辅助决策提供一定的参考。
Under the condition of network operation,radar netting operation is the inevitable development of ground to air missile weapon system. According to the fuzziness and relevance of the effectiveness evaluation index,the evaluation index system of radar netting operation effectiveness is put forward,subjective and objective weights are integrated to obtain the combined weights of indexes,the grey function is evaluated by the triangle whitening weight function, based on the adjacent membership degrees and the entropy weight,the grey clustering effectiveness evaluation model is established. Through the example analysis of radar netting operation effectiveness,it is proved that this method is scientific and practical. The effectiveness evaluation results can provide a reference for the optimal deployment and auxiliary decision-making of radar netwoks.
Under the condition of network operation,radar netting operation is the inevitable development of ground to air missile weapon system. According to the fuzziness and relevance of the effectiveness evaluation index,the evaluation index system of radar netting operation effectiveness is put forward,subjective and objective weights are integrated to obtain the combined weights of indexes,the grey function is evaluated by the triangle whitening weight function, based on the adjacent membership degrees and the entropy weight,the grey clustering effectiveness evaluation model is established. Through the example analysis of radar netting operation effectiveness,it is proved that this method is scientific and practical. The effectiveness evaluation results can provide a reference for the optimal deployment and auxiliary decision-making of radar netwoks.
引文
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[8]师俊朋,胡国平,李涛.基于改进灰色关联算法的雷达反隐身能力评估[J].哈尔滨工业大学学报,2015,47(3):116-121.
[2]张培珍,杨根源,张杨,等.雷达组网效能量化评估模型[J].现代防御技术,2010,38(5):5-10.
[3]朱丽莉,王朝墀.组网雷达作战效能模糊综合评定模型[J].系统工程与电子技术,2003,25(12):1463-1465.
[4]朱亚红,曹继平,赵志辉,等.机动导弹研制中的生存能力论证建模[J].火力与指挥控制,2013,38(7):75-79.
[5]刘思峰,谢乃明.灰色系统理论及其应用[M].北京:科学出版社,2013:87-95.
[6]CHEN S Y.Multiobjective decision-making theory and application of neural network with fuzzy optimum selection[J].The Journal of Fuzzy Mathematics,1998,6(4):45-48.
[7]黄宪成,陈守熠.定量与定性相结合的威胁排序模型[J].兵工学报,2003,24(1):78-82.
[8]师俊朋,胡国平,李涛.基于改进灰色关联算法的雷达反隐身能力评估[J].哈尔滨工业大学学报,2015,47(3):116-121.