Fuzzy linear regression analysis by symmetric triangular fuzzy number coefficients

被引:0
|
作者
Ghoshray, S
机构
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fuzzy regression analysis using fuzzy linear models with symmetric triangular fuzzy number coefficients has been formulated earlier. The goal of this regressions is to find the output for all data sets. In this research, we have formulated a newer fuzzy linear regression model that uses symmetric triangular coefficient. The uniqueness of our model lies in the fact that this can be extended to use nonsymmetric fuzzy triangular coefficient that eradicates the drawbacks of existing fuzzy linear regression models.
引用
收藏
页码:307 / 313
页数:7
相关论文
共 50 条
  • [1] A linear regression model using triangular fuzzy number coefficients
    Yen, KK
    Ghoshray, S
    Roig, G
    [J]. FUZZY SETS AND SYSTEMS, 1999, 106 (02) : 167 - 177
  • [2] Optimizing h value for fuzzy linear regression with asymmetric triangular fuzzy coefficients
    Chen, Fangning
    Chen, Yizeng
    Zhou, Jian
    Liu, Yuanyuan
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2016, 47 : 16 - 24
  • [3] Fuzzy regression analysis with non-symmetric fuzzy number coefficients and its neural network implementation
    Ishibuchi, H
    Nii, M
    [J]. FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 318 - 324
  • [4] Dependency between degree of fit and input noise in fuzzy linear regression using non-symmetric fuzzy triangular coefficients
    Ge, Hong-Wei
    Wang, Shi-Tong
    [J]. FUZZY SETS AND SYSTEMS, 2007, 158 (19) : 2189 - 2202
  • [5] A Systematic Approach to Optimizing h Value for Fuzzy Linear Regression with Symmetric Triangular Fuzzy Numbers
    Liu, Xilong
    Chen, Yizeng
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [6] A new method to the fuzzy linear regression with triangular fuzzy numbers
    Zhu, ZX
    Cao, BY
    [J]. NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1AND 2: FUZZY SETS IN THE HEART OF THE CANADIAN ROCKIES, 2004, : 339 - 342
  • [7] An Analysis of Modeling and Optimization Production Cost Through Fuzzy Linear Programming Problem with Symmetric and Right Angle Triangular Fuzzy Number
    Chandrawat, Rajesh Kumar
    Kumar, Rakesh
    Garg, B. P.
    Dhiman, Gaurav
    Kumar, Sumit
    [J]. PROCEEDINGS OF SIXTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2016), VOL 1, 2017, 546 : 197 - 211
  • [8] Fuzzy regression analysis by neural networks with non-symmetric fuzzy number weights
    Ishibuchi, H
    Nii, M
    [J]. ICNN - 1996 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS. 1-4, 1996, : 1191 - 1196
  • [9] Linear programming with Triangular Intuitionistic Fuzzy Number
    Dubey, Dipti
    Mehra, Aparna
    [J]. PROCEEDINGS OF THE 7TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-2011) AND LFA-2011, 2011, : 563 - 569
  • [10] A solution algorithm for finding the best and the worst fuzzy compromise solutions of fuzzy rough linear programming problem with triangular fuzzy rough number coefficients
    Gizem Temelcan
    [J]. Granular Computing, 2023, 8 : 479 - 489