Multiattribute decision making based on interval-valued intuitionistic fuzzy values

被引：102

作者：

Chen, Shyi-Ming ^{[1
,2
]}

Lee, Li-Wei ^{[3
]}

Liu, Hsiang-Chuan ^{[4
]}

Yang, Szu-Wei ^{[5
]}

机构：

[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan

[2] Natl Taichung Univ Educ, Grad Inst Educ Measurement & Stat, Taichung, Taiwan

[3] De Lin Inst Technol, Dept Comp & Commun Engn, New Taipei City, Taiwan

[4] Asia Univ, Dept Biomed Informat, Taichung, Taiwan

[5] Natl Taichung Univ Educ, Dept Educ, Taichung, Taiwan

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2012年 / 39卷 / 12期

关键词：

Multiattribute decision making; Interval-valued intuitionistic fuzzy sets; Interval-valued intuitionistic fuzzy values; Karnik-Mendel algorithms; Intuitionistic fuzzy weighted average operator; Interval-valued intuitionistic fuzzy weighted average operator; Likelihood-based comparison relations; WEIGHTED AVERAGE; SET THEORY;

D O I：

10.1016/j.eswa.2012.01.027

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we present a new multiattribute decision making method based on the proposed interval-valued intuitionistic fuzzy weighted average operator and the proposed fuzzy ranking method for intuitionistic fuzzy values. First, we briefly review the concepts of interval-valued intuitionistic fuzzy sets and the Karnik-Mendel algorithms. Then, we propose the intuitionistic fuzzy weighted average operator and interval-valued intuitionistic fuzzy weighted average operator, based on the traditional weighted average method and the Karnik-Mendel algorithms. Then, we propose a fuzzy ranking method for intuitionistic fuzzy values based on likelihood-based comparison relations between intervals. Finally, we present a new multiattribute decision making method based on the proposed interval-valued intuitionistic fuzzy weighted average operator and the proposed fuzzy ranking method for intuitionistic fuzzy values. The proposed method provides us with a useful way for multiattribute decision making based on interval-valued intuitionistic fuzzy values. (C) 2012 Elsevier Ltd. All rights reserved.

引用

页码：10343 / 10351

页数：9

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