DISTANCE AND SIMILARITY MEASURES FOR INTUITIONISTIC MULTIPLICATIVE PREFERENCE RELATION AND ITS APPLICATIONS

被引:69
作者
Garg, Harish [1 ]
机构
[1] Thapar Univ, Sch Math, Patiala 147004, Punjab, India
关键词
distance measure; intuitionistic multiplicative set; similarity measure; pattern recognition; medical diagnosis; decision-making; FUZZY DECISION-MAKING; VAGUE SETS; AGGREGATION; INFORMATION; OPERATORS;
D O I
10.1615/Int.J.UncertaintyQuantification.2017018981
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The objective of this work is to present some series of distance measures under the intuitionistic multiplicative preference relation (IMPR), instead of intuitionistic fuzzy preference relation (IFPR), for measuring the relationship between the two different intuitionistic multiplicative sets (IMSs). As IFPR deals under the conditions that the attribute values grades are symmetrical and uniformly distributed, in this manuscript, this assumption has been relaxed by distributing the attribute grades to be asymmetrical around 1 and hence based on it, a family of distance measures between the two or more IMSs has been proposed. Some of its desirable properties have also been investigated in detail. Based on these measures, a group decision-making method has been presented for ranking the alternatives. The method is illustrated by two numerical examples in pattern recognition and medical diagnosis.
引用
收藏
页码:117 / 133
页数:17
相关论文
共 36 条
[1]  
[Anonymous], 1997, The Ordered Weighted Averaging Operation: Theory, Methodology and Applications
[2]  
[Anonymous], 2015, GLOBAL J TECHNOLOGY
[3]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[4]   Similarity measures between vague sets and between elements [J].
Chen, SM .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1997, 27 (01) :153-158
[5]   Confidence levels based Pythagorean fuzzy aggregation operators and its application to decision-making process [J].
Garg, Harish .
COMPUTATIONAL AND MATHEMATICAL ORGANIZATION THEORY, 2017, 23 (04) :546-571
[6]   Generalized intuitionistic fuzzy interactive geometric interaction operators using Einstein t-norm and t-conorm and their application to decision making [J].
Garg, Harish .
COMPUTERS & INDUSTRIAL ENGINEERING, 2016, 101 :53-69
[7]   A Novel Correlation Coefficients between Pythagorean Fuzzy Sets and Its Applications to Decision-Making Processes [J].
Garg, Harish .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2016, 31 (12) :1234-1252
[8]   Some series of intuitionistic fuzzy interactive averaging aggregation operators [J].
Garg, Harish .
SPRINGERPLUS, 2016, 5
[9]   A New Generalized Pythagorean Fuzzy Information Aggregation Using Einstein Operations and Its Application to Decision Making [J].
Garg, Harish .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2016, 31 (09) :886-920
[10]   A novel accuracy function under interval-valued Pythagorean fuzzy environment for solving multicriteria decision making problem [J].
Garg, Harish .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (01) :529-540