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 50 条
  • [31] Model-based detection of critical driving situations with fuzzy logic decision making
    Börner, M
    Isermann, R
    CONTROL ENGINEERING PRACTICE, 2006, 14 (05) : 527 - 536
  • [32] Model-based detection of critical driving situations with fuzzy logic decision making
    Börner, M
    Isermann, R
    INTELLIGENT CONTROL SYSTEMS AND SIGNAL PROCESSING 2003, 2003, : 413 - 418
  • [33] A systematic decision making approach for product conceptual design based on fuzzy morphological matrix
    Ma, Hongzhan
    Chu, Xuening
    Xue, Deyi
    Chen, Dongping
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 81 : 444 - 456
  • [34] Fuzzy Logic Based Modelling of Decision Buying Process
    Sadikoglu, Gunay
    Saner, Tulen
    13TH INTERNATIONAL CONFERENCE ON THEORY AND APPLICATION OF FUZZY SYSTEMS AND SOFT COMPUTING - ICAFS-2018, 2019, 896 : 185 - 194
  • [35] Research on the Decision Model of Product Design Based on a Deep Residual Network
    Zong, Licheng
    Wang, Nana
    SCIENTIFIC PROGRAMMING, 2022, 2022
  • [36] A Product Modeling Design Decision Model Based on PGA Genetic Algorithm
    Zong, Licheng
    Wang, Nana
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [37] DESIGN OF IMMERSIVE VR TOURISM ANALYSIS MODEL BASED ON FUZZY LOGIC ALGORITHM
    He, Hongru
    INTERNATIONAL JOURNAL OF MARITIME ENGINEERING, 2024, 1 (01):
  • [38] Fuzzy Clustering Based Spatiotemporal Fuzzy Logic Controller Design
    Zhang, Xian-xia
    Li, Jiajia
    Jiang, Ye
    Su, Baili
    Qi, Chenkun
    Zou, Tao
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 3167 - 3172
  • [39] Fuzzy logic resource manager: Decision trees and EA model
    Smith, JF
    Rhyne, RD
    IC-AI'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS I-III, 2001, : 380 - 383
  • [40] Fuzzy Decision Making in Shape Feature Design for Product Development
    Yang, C. H.
    Wang, C. S.
    Chen, C. F.
    Lin, P. Y.
    Wang, C. C.
    2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2014, : 580 - 584