RETRACTED: A new emergency response of spherical intelligent fuzzy decision process to diagnose of COVID19 (Retracted article. See MAY, 2023)

被引:57
作者
Ashraf, Shahzaib [1 ]
Abdullah, Saleem [1 ]
Almagrabi, Alaa O. [2 ]
机构
[1] Abdul Wali Khan Univ, Dept Math, Mardan 23200, Pakistan
[2] King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Syst, Jeddah, Saudi Arabia
关键词
Spherical fuzzy set; Intelligent decision support systems; Emergency decision making of COVID-19; Critical path problems; AGGREGATION OPERATORS; SETS; TOPSIS; WEIGHTS; PROJECT;
D O I
10.1007/s00500-020-05287-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The control of spreading of COVID-19 in emergency situation the entire world is a challenge, and therefore, the aim of this study was to propose a spherical intelligent fuzzy decision model for control and diagnosis of COVID-19. The emergency event is known to have aspects of short time and data, harmfulness, and ambiguity, and policy makers are often rationally bounded under uncertainty and threat. There are some classic approaches for representing and explaining the complexity and vagueness of the information. The effective tool to describe and reduce the uncertainty in data information is fuzzy set and their extension. Therefore, we used fuzzy logic to develop fuzzy mathematical model for control of transmission and spreading of COVID19. The fuzzy control of early transmission and spreading of coronavirus by fuzzy mathematical model will be very effective. The proposed research work is on fuzzy mathematical model of intelligent decision systems under the spherical fuzzy information. In the proposed work, we will develop a newly and generalized technique for COVID19 based on the technique for order of preference by similarity to ideal solution (TOPSIS) and complex proportional assessment (COPRAS) methods under spherical fuzzy environment. Finally, an illustrative the emergency situation of COVID-19 is given for demonstrating the effectiveness of the suggested method, along with a sensitivity analysis and comparative analysis, showing the feasibility and reliability of its results.
引用
收藏
页码:1809 / 1825
页数:17
相关论文
共 60 条
[1]   Application of fuzzy multi-attribute decision making in determining the critical path by using time, cost, risk, and quality criteria [J].
Amiri, Maghsoud ;
Golozari, Farhaneh .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 54 (1-4) :393-401
[2]  
Ashraf S, 2020, J INTELL FUZZY SYST, V38, P5241
[3]   Fuzzy Decision Support Modeling for Hydrogen Power Plant Selection Based on Single Valued Neutrosophic Sine Trigonometric Aggregation Operators [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Zeng, Shouzhen ;
Jin, Huanhuan ;
Ghani, Fazal .
SYMMETRY-BASEL, 2020, 12 (02)
[4]   Cleaner Production Evaluation in Gold Mines Using Novel Distance Measure Method with Cubic Picture Fuzzy Numbers [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Mahmood, Tahir ;
Aslam, Muhammad .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (08) :2448-2461
[5]   Child Development Influence Environmental Factors Determined Using Spherical Fuzzy Distance Measures [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Abdullah, Lazim .
MATHEMATICS, 2019, 7 (08)
[6]   Spherical fuzzy Dombi aggregation operators and their application in group decision making problems [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Mahmood, Tahir .
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (07) :2731-2749
[7]   Spherical fuzzy sets and its representation of spherical fuzzy t-norms and t-conorms [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Aslam, Muhammad ;
Qiyas, Muhammad ;
Kutbi, Marwan A. .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (06) :6089-6102
[8]   Spherical fuzzy sets and their applications in multi-attribute decision making problems [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Mahmood, Tahir ;
Ghani, Fazal ;
Mahmood, Tariq .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (03) :2829-2844
[9]   Spherical aggregation operators and their application in multiattribute group decision-making [J].
Ashraf, Shahzaib ;
Abdullah, Saleem .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (03) :493-523
[10]   Different Approaches to Multi-Criteria Group Decision Making Problems for Picture Fuzzy Environment [J].
Ashraf, Shahzaib ;
Mahmood, Tahir ;
Abdullah, Saleem ;
Khan, Qaisar .
BULLETIN OF THE BRAZILIAN MATHEMATICAL SOCIETY, 2019, 50 (02) :373-397