Multiplicative consistency of interval-valued intuitionistic fuzzy preference relation

被引:62
作者
Liao, Huchang [1 ]
Xu, Zeshui [2 ]
Xia, Meimei [3 ]
机构
[1] Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200030, Peoples R China
[2] Sichuan Univ, Sch Business, Chengdu 610064, Peoples R China
[3] Beijing Jiaotong Univ, Inst Informat Syst, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Group decision making; interval-valued intuitionistic fuzzy preference relation; multiplicative consistency; DECISION-MAKING; SETS;
D O I
10.3233/IFS-141256
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Interval-valued intuitionistic fuzzy preference relation (IVIFPR) is an important structure in representing fuzzy information comprehensively. This paper focuses on the multiplicative consistency of the IVIFPR. Some concepts, such as the approximate multiplicative consistent IVIFPR, the perfect multiplicative consistent IVIFPR and the acceptable multiplicative consistent IVIFPR are defined. Then, a desirable property of multiplicative consistent IVIFPR is investigated. Two algorithms are developed to construct the approximate/perfect multiplicative consistent IVIFPR. Since inconsistent IVIFPR is common but unreasonable in deriving the priorities of an IVIFPR, an iterative procedure is proposed to improve the consistency of an inconsistent IVIFPR. Furthermore, a convergent approach is developed for group decision making with IVIFPRs. Several numerical examples are given to illustrate the validity and applicability of the algorithms and procedures.
引用
收藏
页码:2969 / 2985
页数:17
相关论文
共 28 条
[1]   INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, K ;
GARGOV, G .
FUZZY SETS AND SYSTEMS, 1989, 31 (03) :343-349
[2]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[3]   OPERATORS OVER INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1994, 64 (02) :159-174
[4]   A multicriteria group decision-making approach based on interval-valued intuitionistic fuzzy sets: A comparative perspective [J].
Chen, Ting-Yu ;
Wang, Hsiao-Pin ;
Lu, Yen-Yu .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (06) :7647-7658
[5]   Cardinal Consistency of Reciprocal Preference Relations: A Characterization of Multiplicative Transitivity [J].
Chiclana, Francisco ;
Herrera-Viedma, Enrique ;
Alonso, Sergio ;
Herrera, Francisco .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2009, 17 (01) :14-23
[6]   A model of consensus in group decision making under linguistic assessments [J].
Herrera, F ;
Herrera-Viedma, E ;
Verdegay, JL .
FUZZY SETS AND SYSTEMS, 1996, 78 (01) :73-87
[7]  
Liao H. C., 2014, INT J UNCERTAINTY FU
[8]   Automatic procedures for group decision making with intuitionistic fuzzy preference relations [J].
Liao, Huchang ;
Xu, Zeshui .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (05) :2341-2353
[9]   Priorities of Intuitionistic Fuzzy Preference Relation Based on Multiplicative Consistency [J].
Liao, Huchang ;
Xu, Zeshui .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (06) :1669-1681
[10]   Multi-criteria decision making with intuitionistic fuzzy PROMETHEE [J].
Liao, Huchang ;
Xu, Zeshui .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (04) :1703-1717