Combining grey relation analysis and entropy model for evaluating the operational performance: an empirical study

被引:25
|
作者
Sun, Chia Chi [1 ,2 ]
机构
[1] Tamkang Univ, Grad Inst, New Taipei City, Taiwan
[2] Tamkang Univ, Dept Int Business, New Taipei City, Taiwan
关键词
Grey relational analysis; entropy; Multiple attribute decision-making; Performance evaluation; NATURAL-CONVECTION; BENCHMARKING; GRA; GENERATION; IMPROVE; SYSTEM;
D O I
10.1007/s11135-013-9854-0
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Decision-making on operational performance evaluation is a complex multi-objective problem. Through the combination of grey relation analysis and information entropy, the evaluation results are more objective and reasonable. This paper would introduce entropy into the weighting calculation of the grey relational analysis method for improving the precision. The improved decision model was applied in four notebook computer original design manufacturer companies. The result presented the proposed method is practical and useful. Significantly, the proposed method provides more flexible and objective information in determine the weights vector of the criteria. Also the study result represented that the combined method had certain scientific and rationality. The evaluation model indicates that this method be more reasonable and easier to grasp than other methods. As a result, it is easier to popularize this evaluation method in enterprises.
引用
收藏
页码:1589 / 1600
页数:12
相关论文
共 50 条
  • [1] Combining grey relation analysis and entropy model for evaluating the operational performance: an empirical study
    Chia Chi Sun
    [J]. Quality & Quantity, 2014, 48 : 1589 - 1600
  • [2] Evaluating information technology impact on business performance of biotechnology industry using Grey relation Entropy Analysis
    Tseng, Shu-Feng
    Lin, Jyh-Horng
    [J]. Journal of Convergence Information Technology, 2012, 7 (14) : 297 - 305
  • [3] Combining Grey Relation Analysis and TOPSIS for Evaluating the Survivability of Networked Information System
    Zhao, Chengli
    Liu, Yanheng
    Yu, Zhiheng
    Li, Hui
    [J]. ADVANCED RESEARCH ON INFORMATION SCIENCE, AUTOMATION AND MATERIAL SYSTEM, PTS 1-6, 2011, 219-220 : 210 - +
  • [4] Evaluating corporate social responsibility of airlines using entropy weight and grey relation analysis
    Wang, Qi
    Wu, Chong
    Sun, Yang
    [J]. JOURNAL OF AIR TRANSPORT MANAGEMENT, 2015, 42 : 55 - 62
  • [5] Study of Concrete Strength and Pore Structure Model Based on Grey Relation Entropy
    Zhang, Min
    Yao, Xianhua
    Guan, Junfeng
    Li, Lielie
    Wang, Juan
    Qing, Longbang
    [J]. MATERIALS, 2021, 14 (02) : 1 - 12
  • [6] Combining grey relation analysis with FMCGDM to evaluate financial performance of Taiwan container lines
    Wang, Yu-Jie
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) : 2424 - 2432
  • [7] Study on the Third Party Logistics Service Providers' Performance Evaluation Based on the Weighted Entropy and Analysis Process of Grey Relation
    Zhang Ying
    Zhang Ru-chao
    [J]. 2010 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (ICMSE), 2010, : 582 - 587
  • [8] STUDY ON SUPPLIER SELECTION OF GREEN SUPPLY CHAIN BY THE ENTROPY AND GREY RELATION ANALYSIS METHOD
    Wang, Chien-Hua
    [J]. JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY, 2021, 22 (05): : 2090 - 2095
  • [9] High and low temperature performance of asphalt under salt freezing cycle by the grey relation entropy analysis
    [J]. Cui, Yanan (yanancui@aliyun.com), 1600, Beijing University of Aeronautics and Astronautics (BUAA) (34):
  • [10] Empirical Study on Influencing Factors of Sichuan Logistics Development Based on Grey Relation Degree Model
    He, Xuefeng
    Jing, Yuewu
    [J]. SUSTAINABLE DEVELOPMENT OF URBAN INFRASTRUCTURE, PTS 1-3, 2013, 253-255 : 1492 - +