Applying fuzzy linear regression to VDT legibility

被引:49
|
作者
Chang, PT
Lee, ES
Konz, SA
机构
[1] KANSAS STATE UNIV,DEPT IND ENGN,MANHATTAN,KS 66506
[2] KAOHSIUNG POLYTECHN INST,KAOHSIUNG,TAIWAN
关键词
fuzzy linear regression; video display terminal; viewing angle; viewing distance;
D O I
10.1016/0165-0114(95)00153-0
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
A fuzzy linear regression (FLR) model is used to analyze a typical ergonomics problem, namely, the effects of character size vs. viewing distance on the viewing ability on a video display terminal (VDT). Since the outputs of these problems are generally fuzzy, the FLR model is ideally suited for analyzing these problems, It is shown that these types of analysis can represent the experimental data accurately without losing the meaning of the original data. Furthermore, the FLR approach can analyze the trends of both the variability and the mean of the data. The variability usually represents the fuzziness or the accuracy of the data and the mean represents the general trend of the overall data.
引用
收藏
页码:197 / 204
页数:8
相关论文
共 50 条
  • [1] A fuzzy differential diagnosis of headache applying linear regression method and fuzzy classification
    Ahn, JY
    Kim, YH
    Kim, SK
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2003, E86D (12) : 2790 - 2793
  • [2] LINEAR FUZZY REGRESSION
    JAJUGA, K
    [J]. FUZZY SETS AND SYSTEMS, 1986, 20 (03) : 343 - 353
  • [3] Applying fuzzy adaptive network to fuzzy regression analysis
    Cheng, CB
    Lee, ES
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1999, 38 (02) : 123 - 140
  • [4] A fuzzy model for linear regression
    Ponomarev, I. V.
    Slavskii, V. V.
    [J]. DOKLADY MATHEMATICS, 2009, 80 (02) : 746 - 748
  • [5] A fuzzy model for linear regression
    I. V. Ponomarev
    V. V. Slavskii
    [J]. Doklady Mathematics, 2009, 80 : 746 - 748
  • [6] Fuzzy piecewise linear regression
    Bisserier, A.
    Galichet, S.
    Boukezzoula, R.
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 2091 - 2096
  • [7] Linear regression with fuzzy variables
    Varga, S
    Sabo, M
    [J]. STATE OF THE ART IN COMPUTATIONAL INTELLIGENCE, 2000, : 99 - 103
  • [8] Fuzzy linear regression model
    Wenyi Zeng
    Xin Zheng
    [J]. ISISE 2008: INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING, VOL 1, 2008, : 183 - 187
  • [9] FUZZY LINEAR-REGRESSION WITH FUZZY INTERVALS
    PETERS, G
    [J]. FUZZY SETS AND SYSTEMS, 1994, 63 (01) : 45 - 55
  • [10] Applying Fuzzy Linear Regression to Understand Metacognitive Judgments in a Human-in-the-Loop Simulation Environment
    Kim, Jung Hyup
    Rothrock, Ling
    Tharanathan, Anand
    [J]. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 46 (03) : 360 - 369