装备效能仿真试验因子灰色关联筛选方法研究

doi:10.16182/j.issn1004731x.joss.20-FZ0339

系统仿真学报 ›› 2020, Vol. 32 ›› Issue (8): 1498-1504.doi: 10.16182/j.issn1004731x.joss.20-FZ0339

装备效能仿真试验因子灰色关联筛选方法研究

张媛¹, 陆营波¹, 陈顶¹, 陈伟¹, 章佳君¹, 路志勇²

1.上海机电工程研究所,上海 201109;
2.中国人民解放军96902部队,北京 100015

收稿日期:2020-06-12 修回日期:2020-07-01 出版日期:2020-08-18 发布日期:2020-08-13
作者简介:张媛(1993-),女,安徽黄山,硕士,研究方向为体系仿真;陆营波(1994-),男,安徽铜陵,硕士,研究方向为装备效能评估。
基金资助:
国防基础科研重大项目(JCKY2016203A017)

Research on Factor Selection Method of Equipment Effectiveness Simulation Experiment Based on Grey Correlation Analysis

Zhang Yuan¹, Lu Yingbo¹, Chen Ding¹, Chen Wei¹, Zhang Jiajun¹, Lu Zhiyong²

1.Shanghai Electro-Mechanical Engineering Institute, Shanghai 201109, China;
2. Chinese People's Liberation Army 96902 Unit, Beijing 100015, China

Received:2020-06-12 Revised:2020-07-01 Online:2020-08-18 Published:2020-08-13

摘要/Abstract

摘要： 装备效能仿真试验因子众多且分布各异,这导致仿真试验成本增加。提出了一种基于灰色关联分析的试验因子筛选方法。基于少量仿真试验样本数据,通过计算各试验因子相对于装备效能值的灰色绝对关联度,筛选出较敏感指标,从而实现试验因子空间降维,降低仿真试验成本。以某型防空导弹武器系统作战效能仿真试验因子筛选为例,验证了该方法的可行性。

关键词: 装备效能, 仿真试验, 灰色关联, 因子筛选

Abstract: The large number and different distributions of the equipment effectiveness simulation experiments factors, increase the experiments costs. Aiming at this, a factor screening method based on the grey correlation analysis theory is proposed. On the basis of the small amount of simulation data, the grey absolute correlation degree value relative to the effectiveness value of each factor is calculated, and the more sensitive indexes are screened out, the spatial dimensionality reduction is realized and the experiments costs of simulations are reduced. The feasibility of the method is verified by the factor screening simulation experiments of an air defense missile weapon system.

Key words: equipment effectiveness, simulation experiments, grey correlation, factor screening

中图分类号:

TP391.9

张媛, 陆营波, 陈顶, 陈伟, 章佳君, 路志勇. 装备效能仿真试验因子灰色关联筛选方法研究[J]. 系统仿真学报, 2020, 32(8): 1498-1504.

Zhang Yuan, Lu Yingbo, Chen Ding, Chen Wei, Zhang Jiajun, Lu Zhiyong. Research on Factor Selection Method of Equipment Effectiveness Simulation Experiment Based on Grey Correlation Analysis[J]. Journal of System Simulation, 2020, 32(8): 1498-1504.

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装备效能仿真试验因子灰色关联筛选方法研究

Research on Factor Selection Method of Equipment Effectiveness Simulation Experiment Based on Grey Correlation Analysis

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