A new multi-criteria decision making algorithm for medical diagnosis and classification problems using divergence measure of picture fuzzy sets

被引：21

作者：

Nguyen Xuan Thao ^{[1
]}

Ali, Mumtaz ^{[2
]}

Le Thi Nhung ^{[1
]}

Gianey, Hemant Kumar ^{[3
]}

Smarandache, Florentin ^{[4
]}

机构：

[1] Vietnam Natl Univ Agr, Hanoi, Vietnam

[2] Deakin Univ, Sch Informat Technol, 2Deakin SWU Joint Res Ctr Big Data, Geelong, Vic, Australia

[3] Thapar Inst Engn & Technol, Patiala, Punjab, India

[4] Univ New Mexico, Math Dept, Gallup, NM USA

来源：

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2019年 / 37卷 / 06期

关键词：

Picture fuzzy set; picture fuzzy divergence measure; medical diagnosis; classification problem; AGGREGATION OPERATORS; ENTROPY; MODELS; (I;

D O I：

10.3233/JIFS-182697

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A divergence measure plays an important part in distinguishing two probability distributions and drawing conclusions based on that discrimination. In this paper, we proposed the concept of divergence measure of picture fuzzy sets. We also built some formulas of the proposed divergence measure of picture fuzzy sets anddiscussed some basic properties of this measure.Based on the proposedmeasure, we developed a multi-criteria decision-making algorithm. Finally, we applied the proposed multi-criteria decision-making algorithm in the medical diagnosis problem and the classification problem.

引用

页码：7785 / 7796

页数：12

共 50 条

[41] A consensus reaching process based on the concordance correlation measure of intuitionistic fuzzy sets in multi-criteria decision making
Liu, Donghai
Luo, Yan
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (02) : 3121 - 3136
[42] A new measure of divergence with its application to multi-criteria decision making under fuzzy environment (vol 28, pg 2325, 2017)
Verma, Rajkumar
Maheshwari, Shikha
NEURAL COMPUTING & APPLICATIONS, 2017, 28 (08): : 2365 - 2367
[43] A New Similarity Measure for Picture Fuzzy Sets and Its Application to Multi-Attribute Decision Making
Luo, Minxia
Zhang, Yue
Fu, Li
INFORMATICA, 2021, 32 (03) : 543 - 564
[44] FUZZY MULTI-CRITERIA DECISION MAKING ALGORITHMS
Peneva, Vania
Popchev, Ivan
COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2010, 63 (07): : 979 - 992
[45] Fuzzy Measures in Multi-Criteria Decision Making
Yager, Ronald R.
Alajlan, Naif
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND SOFTWARE ENGINEERING (SCSE'15), 2015, 62 : 107 - 115
[46] A new decision support model in multi-criteria decision making with intuitionistic fuzzy sets based on risk preferences and criteria reduction
Liu, J.
Liu, S-F
Liu, P.
Zhou, X-Z
Zhao, B.
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2013, 64 (08) : 1205 - 1220
[47] A decision-making problem using dissimilarity measure in picture fuzzy sets
Ahmad Shah J.
Sukheja D.
Bhatnagar P.
Jain A.
Materials Today: Proceedings, 2023, 80 : 3405 - 3410
[48] Multi-criteria decision making based on vector similarity measures of picture type-2 hesitant fuzzy sets
Şerif Özlü
Granular Computing, 2023, 8 : 1505 - 1531
[49] Proportional grey picture fuzzy sets and their application in multi-criteria decision-making with high-dimensional data
Zhao, Jingjie
Zhang, Jiale
Lei, Yu
Yi, Baolin
AIMS MATHEMATICS, 2025, 10 (01): : 208 - 233
[50] Multi-criteria decision making based on vector similarity measures of picture type-2 hesitant fuzzy sets
Ozlu, Serif
GRANULAR COMPUTING, 2023, 8 (06) : 1505 - 1531

← 1 2 3 4 5 →