Research for Multidimensional Systems Diagnostic Analysis based on Improved Mahalanobis Distance

摘要：

The relative importance of variables is different when comprehensively evaluating samples from multidimensional systems;however,traditional Mahalanobis-Taguchi System (MTS) method ignores this difference and treats all variables equally. to improve the accuracy of diagnosis or prediction when using MTS to measure the degree of abnormality of multidimensional observations,this paper makes an improvement on Mahalanobis distance function. Firstly,the necessity and feasibility of weighted Mahalanobis distance are analyzed. Secondly,the weighted Mahalanobis distance function in MTS is proposed. Finally,based on the new method a blood viscosity diagnosis system is optimized and analyzed and the result proves the effectiveness of this method.

关键词： Multidimensional system Mahalanobis-Taguchi System Mahalanobis distance weighted Mahalanobis distance diagnosis

作者: HAN Ya-juan HE Zhen SONG Guo-fang

作者单位: School of Management,Shanghai University,Shanghai 200444,China School of Management,Tianjin University,Tianjin 300072,China

会议类型: 国际会议

会议名称: 2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management(IEEE第16届工业工程与工程管理国际学术会议)

会议地点: 北京

会议语种:英文

页码: 213-217

在线出版日期: 2009-10-21（万方平台首次上网日期，不代表论文的发表时间）