Multi-criteria decision making in robotic agrifarming with q-rung orthopair m-polar fuzzy sets

被引:23
|
作者
Riaz, Muhammad [1 ]
Hamid, Muhammad Tahir [2 ]
Afzal, Deeba [2 ]
Pamucar, Dragan [3 ]
Chu, Yu-Ming [4 ]
机构
[1] Univ Punjab, Dept Math, Lahore, Lahore, Pakistan
[2] Univ Lahore, Dept Math & Stat, Lahore, Pakistan
[3] Univ Def, Dept Logist, Belgrade, Serbia
[4] Huzhou Univ, Dept Math, Huzhou, Peoples R China
来源
PLOS ONE | 2021年 / 16卷 / 02期
关键词
PYTHAGOREAN MEMBERSHIP GRADES; TOPSIS;
D O I
10.1371/journal.pone.0246485
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
q-Rung orthopair fuzzy set (qROFS) and m-polar fuzzy set (mPFS) are rudimentary concepts in the computational intelligence, which have diverse applications in fuzzy modeling and decision making under uncertainty. The aim of this paper is to introduce the hybrid concept of q-rung orthopair m-polar fuzzy set (qROmPFS) as a hybrid model of q-rung orthopair fuzzy set and m-polar fuzzy set. A qROmPFS has the ability to deal with real life situations when decision experts are interested to deal with multi-polarity as well as membership and non-membership grades to the alternatives in an extended domain with q-ROF environment. Certain operations on qROmPFSs and several new notions like support, core, height, concentration, dilation, a-cut and (alpha, beta)-cut of qROmPFS are defined. Additionally, grey relational analysis (GRA) and choice value method (CVM) are presented under qROmPFSs for multi-criteria decision making (MCDM) in robotic agri-farming. The proposed methods are suitable to find out an appropriate mode of farming among several kinds of agri-farming. The applications of proposed MCDM approaches are illustrated by respective numerical examples. To justify the feasibility, superiority and reliability of proposed techniques, the comparison analysis of the final ranking in the robotic agri-farming computed by the proposed techniques with some existing MCDM methods is also given.
引用
收藏
页数:30
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