The fuzzy Delphi method via fuzzy statistics and membership function fitting and an application to the human resources

被引：148
|
作者：
Chang, PT
Huang, LC
Lin, HJ
机构：
[1] Tunghai Univ, Dept Ind Engn, Taichung 407, Taiwan
[2] I Shou Univ, Dept Ind Management, Kaohsiung, Taiwan
[3] Chia Heir Grp, Adm Sect, Tainan, Taiwan
来源：
FUZZY SETS AND SYSTEMS | 2000年 / 112卷 / 03期
关键词：
fuzzy Delphi method; fuzzy forecast; membership functions; fuzzy statistics; conjugate gradient search; management;
D O I：
10.1016/S0165-0114(98)00067-0
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
A new fuzzy Delphi method is proposed. The method employs the fuzzy statistics and technique of the conjugate gradient search to fit membership functions. Membership functions besides triangles may be derived for the fuzzy forecasts. A procedure termed as stabilization rather than convergence of the iterative interval-valued surveys is utilized, in which the alpha-level set of the fuzzy forecasts is used. The testing of stability of the process is conducted on the fuzzy forecasts between two consecutive iterations instead of within each iteration. An application of this method to the problem of managerial talent assessment for a company located in Taiwan and the obtained results are provided. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码：511 / 520
页数：10
相关论文
共 50 条
  • [21] Fuzzy order statistics and their application to fuzzy clustering
    Kersten, PR
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (06) : 708 - 712
  • [22] H∞ fuzzy filtering design via membership function dependent Lyapunov function
    Hu, Liwen
    Wang, Likui
    IEEE ICCSS 2016 - 2016 3RD INTERNATIONAL CONFERENCE ON INFORMATIVE AND CYBERNETICS FOR COMPUTATIONAL SOCIAL SYSTEMS (ICCSS), 2016, : 348 - 353
  • [23] A fuzzy method for automatic generation of membership function using fuzzy relations from training examples
    Cano, JC
    Nava, PA
    2002 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY PROCEEDINGS, 2002, : 158 - 162
  • [24] MEMBERSHIP FUNCTION LEARNING IN FUZZY CLASSIFICATION
    KWAN, HK
    CAI, YL
    ZHANG, B
    INTERNATIONAL JOURNAL OF ELECTRONICS, 1993, 74 (06) : 845 - 850
  • [25] Information Volume of Fuzzy Membership Function
    Deng, J. X.
    Deng, Y.
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021, 16 (01) : 1 - 14
  • [26] Construction of the membership function of a fuzzy number
    Baruah, Hemanta K.
    ICIC Express Letters, 2011, 5 (02): : 545 - 549
  • [27] STABILITY OF RANDOM MEMBERSHIP FREQUENCY AND FUZZY-STATISTICS
    LI, X
    FUZZY SETS AND SYSTEMS, 1989, 29 (01) : 89 - 102
  • [28] Application of the general Gaussian membership function for the fuzzy model parameters tunning
    Pieczynski, A
    Obuchowicz, A
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2004, 2004, 3070 : 350 - 355
  • [29] Application of fuzzy recognition method in mineral resources allocation
    Li, Chuan
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 30
  • [30] Construction of fuzzy membership functions based on least squares fitting
    Yuan, Jie
    Shi, Hai-Bo
    Liu, Chang
    2008, Northeast University (23):
12345