Fuzzy logic based decision model for product design

被引:71
作者
Hsiao, SW [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Ind Design, Tainan 70101, Taiwan
关键词
decision making; product design; fuzzy set; uncertainty; mental perception; new product development; design for assembly;
D O I
10.1016/S0169-8141(96)00072-8
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A fuzzy decision-making method for selecting an optimum design from various design alternatives is proposed. The development of a juicer is taken as an example in this study. The evaluation objectives are arrangd in a hierarchial structure with several levels. The relative contribution (weighting function) of each objective to the overall value of the solution and the rating or degree of approximation of a solution with respect to a given objective are quantified with the membership functions of a fuzzy set. A computer program built with a weighted generalized mean method is used to calculate the fuzzy probability level by level from the lowest-level objectives. After the fuzzy expected values of the top-level objectives are calculated, they are then used to make a decision quantitatively on selecting the optimal design alternative. This method can also be used to solve other design problems.
引用
收藏
页码:103 / 116
页数:14
相关论文
共 21 条
  • [1] [Anonymous], 1991, FUZZY SET THEORY ITS
  • [2] [Anonymous], 1980, ANAL HIERARCHY PROCE
  • [3] Boothroyd G, 1991, DESIGN ASSEMBLY TOOL
  • [4] BOOTHROYD G, 1991, PRODUCT DESIGN ASSEM
  • [5] Chien C.C., 1993, METHODOLOGY IND DESI
  • [6] CHUEH SL, 1992, APPL FUZZY MATH
  • [7] CROSS N., 1994, ENG DESIGN METHODS S
  • [8] A FUZZY DECISION-MODEL FOR THE DESIGN OF RURAL NATURAL-GAS NETWORKS
    DAVIDSON, J
    PEDRYCZ, W
    GOULTER, I
    [J]. FUZZY SETS AND SYSTEMS, 1993, 53 (03) : 241 - 252
  • [9] HUMAN SENSORY PERCEPTION ORIENTED IMAGE-PROCESSING IN A COLOR COPY SYSTEM
    FUKUSHIMA, K
    KAWATA, H
    FUJIWARA, Y
    GENNO, H
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 1995, 15 (01) : 63 - 74
  • [10] HSIAO SW, 1994, INT J VEHICLE DES, V15, P255