Grey Relational Analysis Based on Velocity and Acceleration and its Application

被引:0
|
作者
Yin, Kedong [1 ]
Yuan, Xiaotong [1 ]
Li, Xuemei [1 ]
Fang, Shengmin [1 ]
机构
[1] Ocean Univ China, Sch Econ, Qingdao 266100, Peoples R China
基金
中国博士后科学基金;
关键词
grey relational model based on velocity and acceleration; economic policy uncertainty(EPU); consumer price index(CPI); the exchange rate;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Based on existing grey relational degree models, in order to investigate the dynamic similarity of trends between sequences, we propose the grey relational model based on velocity and acceleration which measures the closeness of the rate of change. And then we discuss the nature of the rate of change of gray relational degree. This model can reflect the similarity of the relative change trend of time series. It has the characters of symmetry, uniqueness, comparability, and normativity, etc. Applied to the analysis of the correlation between consumer price index (CPI) and Economic Policy Uncertainty(EPU), and between the exchange rate and Economic Policy Uncertainty(EPU). The empirical results show that the correlation between the exchange rate and Economic Policy Uncertainty(EPU) is stronger, so we consider that the exchange rate has a great influence on EPU index, that means the exchange rate has more impact of actual macroeconomic variables.
引用
收藏
页码:4283 / 4286
页数:4
相关论文
共 50 条
  • [41] Research on Lipstick Modeling Based on Grey Relational Analysis
    Wang, Wenqing
    Fu, Chengjie
    Shen, Xuehui
    [J]. 2019 5TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2020, 440
  • [42] GREY RELATIONAL ANALYSIS BASED APPROACH FOR CMAC LEARNING
    Chang, Po-Lun
    Yang, Ying-Kuei
    Shieh, Horng-Lin
    Hsieh, Fei-Hu
    Jeng, Mu-Der
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2010, 6 (09): : 4001 - 4018
  • [43] Supplier Selection and Evaluation Based on Grey Relational Analysis
    Wang, Xinli
    [J]. 2013 THE FOURTH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND EDUCATION APPLICATION (ICEA 2013), PT 1, 2013, 30 : 593 - 599
  • [44] Segmentation of Medical Image Based on Grey Relational Analysis
    Zhu, WeiFeng
    Li, Junli
    Chen, Gang
    [J]. 2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
  • [45] Grey Discriminant Analysis and Its Application
    Wang Pi-Chiu
    Fang Wen-Chang
    [J]. JOURNAL OF GREY SYSTEM, 2010, 22 (04): : 325 - 332
  • [46] Grey Accumulation Generation Relational Analysis Model for Nonequidistance Unequal-Length Sequences and Its Application
    Li, Xuemei
    Dang, Yaoguo
    Ding, Song
    Zhang, Juan
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [47] Grey Relational Analysis Model of Classified Variables and Its Application in Jiangsu Universities' Entrepreneurship Education Achievements
    Xu, Jing
    Li, Yaping
    [J]. PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES (GSIS), 2017, : 105 - 105
  • [48] Grey relational analysis model with cross-sequences and its application in evaluating air quality index
    Lu, Ningning
    Liu, Sifeng
    Du, Junliang
    Fang, Zhigeng
    Dong, Wenjie
    Tao, Liangyan
    Yang, Yingjie
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 233
  • [49] A new grey comprehensive relational model based on weighted mean distance and induced intensity and its application
    Yin, Kedong
    Xu, Jie
    Li, Xuemei
    [J]. GREY SYSTEMS-THEORY AND APPLICATION, 2019, 9 (03) : 374 - 384
  • [50] Prioritizing Critical Factors of Team Innovation - The Application of Grey Relational Analysis
    Hsu, Lien An
    Lin, Chien-Chiang
    Lu, Ting Chun
    Hung, Hsu Feng
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2009, : 988 - 992