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兵工学报 ›› 2008, Vol. 29 ›› Issue (1): 72-77.

• 论文 • 上一篇    下一篇

两个数据序列的灰关系及其工程应用的两个例子

夏新涛1,2,陈晓阳2,张永振1,王中宇3   

  1. 1.河南科技大学机电工程学院,河南洛阳471003; 2.上海大学轴承研究室,上海200072 3.北京航空航天大学仪器科学与光电工程学院,北京100083
  • 收稿日期:2006-09-15 上线日期:2014-12-25
  • 通讯作者: 夏新涛 E-mail:xiaxt1957@163.Com
  • 作者简介:夏新涛(1957-),男,教授,博士研究生。
  • 基金资助:
    国家自然科学基金资助项目(50375011;50675011);国防科工委项目子项(MKPT-2004-51ZD/7)

Grey Relation of Two Data Sequences and Its Application in Engineering

XIA Xin-tao1,2, CHEN Xiao-yang2, ZHANG Yong-zhen1,WANG Zhong-yu3   

  1. 1. School of Mechatronical Engineering, Henan University of science and Technology, Luoyang 471003, Henan, China; 2. Research Institute of Bearings, Shanghai University, Shanghai z00072, China; 3. school of Instrument Science and Opto-electronics Engineering, Beihang University, Bejing 100083, China
  • Received:2006-09-15 Online:2014-12-25
  • Contact: XIA Xin-tao E-mail:xiaxt1957@163.Com

摘要: 灰关联分析要求数据序列个数必须大于2才能构成灰关联空间,难以解决两个数据序列之间属性检验问题。为此,以灰色系统的基本原理为依据,提出灰关系概念。从生成来自这两个数据序列均值的定值参考序列入手,定义最大灰差与最小相似系数以及系统属性权重系数,给出有关的性质与定理,从而构建出一个特殊的灰关联空间即灰相似空间,允许概率分布未知和数据个数很少。在灰相似空间中,给出系统属性检验的一个准则和相应的灰置信水平。对捷联惯组(SIMU)的误差系数和武器系统效能的两个试验研兖表明,灰关系概念在系统分析中具有显著性,灰置信水平可以得到95%以上。

关键词: 系统学 , 关系 , 数据序列 , 乏信息 , 非统计原理

Abstract: It is difficult to tackle the problem about testing of attributes between two data sequences for grey relational analysis because the number of data sequences must be more than 2 in order to structure a grey relational space. For this reason, a concept, grey relation, was advanced using rationale of grey system. Started with generation of the fixed value reference sequence from mean of these two data se?quences, maximum grey difference, minimum coefficient of similarity and weighting coefficient of sys?tem attributes were defined, relational properties and theorems were given, and accordingly an especial grey relational space, viz. grey similarity space which permits the probability distribution unknown and the number of data small, was formed. On grey similarity space, a testing criterion of system at?tributes was proposed, carried with its corresponding grey confidence level. Experiments on the error coefficient of strapdown inertial measurement unit (SIMU) and the effectiveness of weapon systems show that grey relation is provided with significance at the above 95% grey confidence level.

Key words: systematology , relation , data sequence , poor information , non-statistical theory

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