| 基于主成分和聚类分析的管制系统质量评估模型 |
| |
| 引用本文： | 吕宗平,王琳璐,张兆宁.基于主成分和聚类分析的管制系统质量评估模型[J].航空计算技术,2012(4):47-51,55. |
| |
| 作者姓名： | 吕宗平 王琳璐 张兆宁 |
| |
| 作者单位： | 中国民航大学国家空管运行安全技术重点实验室 |
| |
| 基金项目： | 2010中央高校基本科研业务费资助(2XH2011B004) |
| |
| 摘 要： | 为进行管制系统运行的质量服务水平评估,建立了初始管制系统质量评估指标体系,先用主成分分析剔除存在相关性、信息重叠的指标,再用聚类分析的迭代思想进行分类,得到最终管制系统质量评估指标体系。在此基础上用物元分析对管制系统质量进行综合评估。最后,通过算例分析验证了评估方法的可行性。
|
| 关 键 词： | 管制系统 质量评估 主成分分析 聚类分析 |
Evaluation Model of Control System Quality Based on Principal Component and Clustering Analysis |
| |
| LV Zong-ping,WANG Lin-lu,ZHANG Zhao-ning.Evaluation Model of Control System Quality Based on Principal Component and Clustering Analysis[J].Aeronautical Computer Technique,2012(4):47-51,55. |
| |
| Authors: | LV Zong-ping WANG Lin-lu ZHANG Zhao-ning |
| |
| Institution: | (State Key Laboratory of ATC Operation Safety Technology,CAUC,Tianjin 300300,China) |
| |
| Abstract: | In order to evaluate the quality service of control system operation,Establishes the initial control system quality evaluation index system in this paper.Firstly to use the principal component analysis eliminate the index that exists correlation and information overlaps,again classification by using iterative thought of clurstering analysis,then the final control system quality evaluation index system is obtained.On that basis comprehensive evaluation of the control quality system with matter-element analysis.Finally,through the analysis of the case to prove the feasibility of the evaluation method. |
| |
| Keywords: | control system quality evaluation principal component analysis clustering analysis |
| 本文献已被 CNKI 维普 等数据库收录！ |
|
