Topological Data Analysis of m-Polar Spherical Fuzzy Information with LAM and SIR Models

被引:3
作者
Kausar, Rukhsana [1 ]
Tanveer, Shaista [1 ]
Riaz, Muhammad [1 ]
Pamucar, Dragan [2 ]
Goran, Cirovic [3 ]
机构
[1] Univ Punjab, Dept Math, Lahore 54590, Pakistan
[2] Univ Belgrade, Fac Org Sci, Dept Operat Res & Stat, Belgrade 11000, Serbia
[3] Univ Novi Sad, Fac Tech Sci, Novi Sad 21000, Serbia
来源
SYMMETRY-BASEL | 2022年 / 14卷 / 10期
关键词
mPFS-topology; road accidents; dispute resolution; linear assignment model; superiority and inferiority ranking; LINEAR ASSIGNMENT METHOD; INFERIORITY RANKING METHOD; GROUP DECISION-MAKING; SUPERIORITY; SETS; SPACES;
D O I
10.3390/sym14102216
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The concept of m-polar spherical fuzzy sets (mPSFS) is a combination of m-polar fuzzy sets (mPFS) and spherical fuzzy sets (SFS). An mPSFS is an optimal strategy for addressing multipolarity and fuzziness in terms of ordered triples of positive membership grades (PMGs), negative membership grades (NMGs), and neutral grades (NGs). In this study, the innovative concept of m-polar spherical fuzzy topology (mPSF-topology) is proposed for data analysis and information aggregation. We look into the characteristics and results of mPSF-topology with the help of several examples. Topological structures on mPSFSs help with both the development of new artificial intelligence (AI) tools for different domain strategies and the study of different kinds of uncertainty in everyday life problems. These strategies make it possible to recognise and look into a situation early on, which helps professionals to reduce certain risks. In order to address various group decision-making issues in the m-polar spherical fuzzy domain, one suggestion has been to apply an extended linear assignment model (LAM) along with the SIR method known as superiority and inferiority ranking methodology in order to analyze road accident issues and dispute resolution. In addition, we examine the symmetry of optimal decision and perform a comparative study between the research carried out using the suggested methodology and several existing methods.
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页数:30
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