A two-objective programming approach for fuzzy linear regression analysis

被引：0
|
作者：
Khaksarpour, Rouholamin [1 ]
Noghondarian, Kazem [2 ]
机构：
[1] Iranian Academic Center for Education, Culture and Research (ACECR), Khoozestan Branch, Iran
[2] Iranian University of Science and Technology (IUST), Iran
来源：
World Academy of Science, Engineering and Technology | 2010年 / 38卷
关键词：
Linear regression - Multiobjective optimization - Decision making;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In most fuzzy linear regression models one of two objectives are sought: minimization of the half-width of regression coefficients and the reduction of difference between the observed and the predicted values. In this paper a model which considers both objectives and depending on the decision maker's view the importance of each objective can be considered is presented. The advantage of the proposed method in comparison to the similar methods is its flexibility to views of the decision maker and its simplicity in obtaining proper solutions.
引用
收藏
页码：83 / 87
相关论文
共 50 条
  • [21] A REVISED FUZZY GOAL PROGRAMMING APPROACH ON MULTI OBJECTIVE LINEAR FRACTIONAL PROGRAMMING PROBLEM
    Lachhwani, Kailash
    JOURNAL OF RAJASTHAN ACADEMY OF PHYSICAL SCIENCES, 2013, 12 (04): : 357 - 366
  • [22] An Approach for Solving Linear Programming Problem with Intuitionistic Fuzzy Objective Coefficient
    Nasseri, S. H.
    Goli, M.
    Bavandi, S.
    2018 6TH IRANIAN JOINT CONGRESS ON FUZZY AND INTELLIGENT SYSTEMS (CFIS), 2018, : 105 - 107
  • [23] AN ITERATIVE APPROACH FOR FUZZY MULTI OBJECTIVE LINEAR FRACTIONAL PROGRAMMING PROBLEM
    Loganathan, T.
    Ganesan, K.
    TWMS JOURNAL OF APPLIED AND ENGINEERING MATHEMATICS, 2023, 13 (04): : 1383 - 1395
  • [24] FUZZY LINEAR REGRESSION MODEL WITH CRISP COEFFICIENTS: A GOAL PROGRAMMING APPROACH
    Hassanpour, H.
    Maleki, H. R.
    Yaghoobi, M. A.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2010, 7 (02): : 19 - 39
  • [25] A goal programming approach to fuzzy linear regression with fuzzy input-output data
    Hassanpour, H.
    Maleki, H. R.
    Yaghoobi, M. A.
    SOFT COMPUTING, 2011, 15 (08) : 1569 - 1580
  • [26] Two-objective optimization and robustness
    Lorente, S
    DESIGN AND NATURE II: COMPARING DESIGN IN NATURE WITH SCIENCE AND ENGINEERING, 2004, 6 : 359 - 368
  • [27] Two-objective fuzzy job shop scheduling through genetic algorithm
    Sakawa, M
    Kubota, R
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2001, 84 (04): : 60 - 68
  • [28] Optimization for multi-objective sum of linear and linear fractional programming problem: fuzzy nonlinear programming approach
    Veeramani, C.
    Sharanya, S.
    Ebrahimnejad, Ali
    MATHEMATICAL SCIENCES, 2020, 14 (03) : 219 - 233
  • [29] Optimization for multi-objective sum of linear and linear fractional programming problem: fuzzy nonlinear programming approach
    C. Veeramani
    S. Sharanya
    Ali Ebrahimnejad
    Mathematical Sciences, 2020, 14 : 219 - 233
  • [30] Variance Approach for Multi-objective Linear Programming with Fuzzy Random of Objective Function Coefficients
    Indarsih
    Indrati, Ch. Rini
    PROCEEDINGS OF THE 7TH SEAMS UGM INTERNATIONAL CONFERENCE ON MATHEMATICS AND ITS APPLICATIONS 2015: ENHANCING THE ROLE OF MATHEMATICS IN INTERDISCIPLINARY RESEARCH, 2016, 1707
12345