An expert system for multiobjective decision making: application of fuzzy linguistic preferences and goal programming

被引：23
|
作者：
Rasmy, MH
Lee, SM
El-Wahed, WFA
Ragab, AM
El-Sherbiny, MM
机构：
[1] MDCI, Management Dev Ctr Business Sector, Dokki, Egypt
[2] Cairo Univ, Fac Comp & Informat, Cairo, Egypt
[3] Univ Nebraska, Dept Management, Lincoln, NE USA
[4] Menoufia Univ, Dept Mat Engn, Fac Engn, Shibin Al Kawm, Egypt
[5] Cairo Univ, Inst Stat Studies & Res, Cairo, Egypt
来源：
FUZZY SETS AND SYSTEMS | 2002年 / 127卷 / 02期
关键词：
multiobjective decision making; linguistic variables; membership functions (MF); fuzzy expert system; goal programming;
D O I：
10.1016/S0165-0114(01)00201-9
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper introduces an interactive approach for solving multiobjective decision making (MODM) problems based on linguistic preferences and architecture of a fuzzy expert system. The aim of this paper is to consider the decision maker's (DMs) preferences in determining the priorities and aspiration levels, in addition to analysis of conflict among the goals. The main concept presented in this paper is to convert the MODM problem into its equivalent goal programming (GP) problem by appropriately setting the priority and aspiration level for each objective. The conversion approach introduced is based on fuzzy linguistic preferences of DM, in addition to the concepts of conflict analysis among objective functions and fuzzy set theory. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码：209 / 220
页数：12
相关论文
共 50 条
  • [1] A Genetic Algorithm Approach to Fuzzy Goal Programming Formulation of Fractional Multiobjective Decision Making Problems
    Pal, Bijay Baran
    Gupta, Somsubhra
    FIRST INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING 2009 (ICAC 2009), 2009, : 55 - +
  • [2] A Penalty Function Based Fuzzy Goal Programming Procedure for Solving Multiobjective Decision Making Problems
    Kumar, Mousumi
    Pal, Bijay Baran
    2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,
  • [3] Fuzzy decision making for multiobjective stochastic programming problems
    Yano, H.
    FUZZY SETS AND SYSTEMS, 2016, 296 : 97 - 111
  • [4] Fuzzy Goal Programming Approach to Chance Constrained Multiobjective Decision Making Problems using Genetic Algorithm
    Pal, Bijay Baran
    Gupta, Somsubhra
    Biswas, Papun
    2009 INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, 2009, : 250 - +
  • [5] An application of fuzzy goal programming to a multiobjective project network problem
    Arikan, F
    Güngör, Z
    FUZZY SETS AND SYSTEMS, 2001, 119 (01) : 49 - 58
  • [6] Fuzzy Linguistic Labels in Multi-expert Decision Making
    Mieszkowicz-Rolka, Alicja
    Rolka, Leszek
    THEORY AND PRACTICE OF NATURAL COMPUTING, TPNC 2017, 2017, 10687 : 126 - 136
  • [7] An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making
    Rosa M. Rodríguez
    Álvaro Labella
    Luis Martínez
    International Journal of Computational Intelligence Systems, 2016, 9 : 81 - 94
  • [8] An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making
    Rodriguez, Rosa M.
    Labella, Alvaro
    Martinez, Luis
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2016, 9 : 81 - 94
  • [9] Fuzzy expert system for decision making in PCMA
    Yosra, Najar
    Raouf, Ketata
    WORLD CONGRESS ON COMPUTER & INFORMATION TECHNOLOGY (WCCIT 2013), 2013,
  • [10] A fuzzy expert system for contract decision making
    Department of Surveying, University of Hong Kong, Pokfulam Road, Hong Kong
    不详
    Constr. Manage. Econ., 2 (95-103):
12345