Operations Research and Management Science ›› 2020, Vol. 29 ›› Issue (9): 131-138.DOI: 10.12005/orms.2020.0236

• Theory Analysis and Methodology Study • Previous Articles     Next Articles

Characteristic Test Method of Matrix Grey Incidence Degree and Its Application

LIU Zhen1, XIE Yu-mei1, DANG Yao-guo2   

  1. 1. School of business, The Center for Financial Innovation and Risk Management, Jiangnan University, Wuxi 214122, China;
    2. College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
  • Received:2019-08-28 Online:2020-09-25

矩阵型灰色关联度的特征检验方法及其应用

刘震1, 谢玉梅1, 党耀国2   

  1. 1. 江南大学 商学院 金融创新与风险管理研究基地, 江苏 无锡 214122;
    2. 南京航空航天大学 经济与管理学院, 江苏 南京 211106
  • 作者简介:刘震(1987-), 男, 天津人, 博士, 讲师, 研究方向:灰色系统理论与农村经济;谢玉梅(1965-), 女, 江苏宜兴人, 教授, 博士生导师, 研究方向:农村金融与区域经济;党耀国(1964-), 男, 河南驻马店人, 教授, 博士生导师, 研究方向:灰色系统理论与数量经济。
  • 基金资助:
    国家自然科学基金项目(72001093);国家社科基金重大专项(18VSJ098);教育部人文社会科学研究青年基金(17YJC790101);江苏省高校哲学社会科学重点专题研究项目(2017ZDTXM018);江苏高校哲学社会科学基金项目(2017SJB0814);中央高校基本科研业务费专项资金(JUSRP11881)

Abstract: In view of the shortcomings of the existing grey incidence theory, this paper puts forward the idea of characteristic test for grey incidence degree, and constructs the characteristic test method of matrix grey incidence degree. First, the matrix grey incidence model is optimized. The characteristic difference matrix is defined by the difference of behavior matrix, and the matrix 2 norm is used to construct the incidence degree formula. Then, the stability and trend of characteristic difference matrix are analyzed. The stability coefficient is constructed in the form of variation coefficient, and the trend coefficients are estimated by the least square method. These two coefficients together constitute the characteristic test method of matrix grey incidence degree. Finally, the model is applied to the chronic multidimensional poverty analysis of Enshi Prefecture in Hubei Province. Compared with the existing model, it is found that the evaluation results of correlation degree effectively distinguish the poverty situation of 8 cities and counties in Enshi Prefecture. The characteristic test method complements the results from two aspects of poverty uncertainty and trend. The feasibility and practicability of the model are verified.

Key words: grey incidence, behavior matrix, characteristic test, multidimensional poverty

摘要: 针对现有灰色关联理论的不足, 本文提出灰色关联的特征检验思路, 构建了矩阵型灰色关联度的特征检验方法。首先优化矩阵型灰色关联模型, 利用行为矩阵差值定义特征差异矩阵, 采用矩阵2范数构建关联度公式。而后分析特征差异矩阵的稳定性与趋势性, 利用变异系数形式构建稳定性系数, 利用最小二乘法估计趋势性系数, 两者共同组成矩阵型灰色关联度的特征检验方法。最后, 本文模型被应用于湖北省恩施州的长期多维贫困分析, 在与现有模型的比较中, 发现关联度评估结果有效区分了恩施州8个市县的贫困情况, 特征检验方法从贫困不确定性和趋势性两方面对结果进行补充, 验证了模型的可行性与实用性。

关键词: 灰色关联, 行为矩阵, 特征检验, 多维贫困

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