Distance and similarity measures for higher order hesitant fuzzy sets

被引:107
作者
Farhadinia, B. [1 ]
机构
[1] Quchan Inst Engn & Technol, Dept Math, Quchan, Iran
关键词
Hesitant fuzzy set (HFS); Higher order hesitant fuzzy set (HOHFS); Distance measure; Similarity measure; Multi-attribute decision making;
D O I
10.1016/j.knosys.2013.10.008
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 study, we extend the hesitant fuzzy set (HFS) to its higher order type and refer to it as the higher order hesitant fuzzy set (HOHFS). HOHFS is the actual extension of HFS that enables us to define the membership of a given element in terms of several possible generalized type of fuzzy sets (G-Type FSs). The rationale behind HOHFS can be seen in the case that the decision makers are not satisfied by providing exact values for the membership degrees and therefore the HFS is not applicable. However, in order to indicate HOHFSs have a good performance in decision making, we first introduce some information measures for HOHFSs and then apply them to multiple attribute decision making with higher order hesitant fuzzy information. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:43 / 48
页数:6
相关论文
共 31 条
[1]  
[Anonymous], 2010, Intuitionistic Fuzzy Sets: Theory and Applications
[2]   INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, K ;
GARGOV, G .
FUZZY SETS AND SYSTEMS, 1989, 31 (03) :343-349
[3]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[4]   Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets [J].
Bustince, H .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2000, 23 (03) :137-209
[5]   Vague sets are intuitionistic fuzzy sets [J].
Bustince, H ;
Burillo, P .
FUZZY SETS AND SYSTEMS, 1996, 79 (03) :403-405
[6]   A modified Hausdorff distance between fuzzy sets [J].
Chaudhuri, BB ;
Rosenfeld, A .
INFORMATION SCIENCES, 1999, 118 (1-4) :159-171
[7]  
Dubois D.J., 1980, Fuzzy sets and systems: theory and applications
[8]   Information measures for hesitant fuzzy sets and interval-valued hesitant fuzzy sets [J].
Farhadinia, B. .
INFORMATION SCIENCES, 2013, 240 :129-144
[9]   A Novel Method of Ranking Hesitant Fuzzy Values for Multiple Attribute Decision-Making Problems [J].
Farhadinia, B. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2013, 28 (08) :752-767
[10]   L-FUZZY SETS [J].
GOGUEN, JA .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1967, 18 (01) :145-&