Multi-criteria decision-making model based on picture hesitant fuzzy soft set approach: An application of sustainable solar energy management

被引:6
作者
Ashraf, Shahzaib [1 ]
Jana, Chiranjibe [2 ]
Sohail, Muhammad [1 ]
Choudhary, Razia [1 ]
Ahmad, Shakoor [3 ]
Deveci, Muhammet [4 ,5 ,6 ]
机构
[1] Khwaja Fareed Univ Engn & Informat Technol, Inst Math, Rahim Yar Khan 64200, Pakistan
[2] Saveetha Inst Med & Tech Sci SIMATS, Saveetha Sch Engn, Chennai 602105, India
[3] COMSATS Univ Islamabad, Dept Math, Islamabad Campus, Islamabad 45550, Pakistan
[4] Natl Def Univ, Turkish Naval Acad, Dept Ind Engn, TR-34942 Istanbul, Turkiye
[5] Lebanese Amer Univ, Dept Elect & Comp Engn, Byblos, Lebanon
[6] Western Caspian Univ, Dept Informat Technol, Baku 1001, Azerbaijan
关键词
Picture hesitant fuzzy soft set; Solar energy; Aggregation operators; Multi-criteria decision making (MCDM); EDAS method; EXTENDED EDAS METHOD; AGGREGATION OPERATORS;
D O I
10.1016/j.ins.2024.121334
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study addresses the optimization of energy management within corporations to reduce expenditures and maximize profits. Focusing on proactive, coordinated, and systematic energy usage, the research emphasizes the importance of informed decisions through building management, energy audits, and equipment retrofits. The proposed concept of Picture Hesitant Fuzzy Soft Set (PHFSS) with Archimedean aggregation operators, featuring Einstein generators, is introduced. Various aggregation techniques, including PHFS weighted, weighted ordered, weighted geometric, ordered weighted geometric, and hybrid operators, are thoroughly examined. PHFSS is utilized to represent ambiguous information in decision-making processes. The study introduces a novel multi-criteria decision-making (MCDM) method to address the challenge of selecting optimal energy management sources, demonstrating its effectiveness through a large-scale numerical example. This approach surpasses the distance from average solution (EDAS) method in terms of effectiveness and reliability. The research contributes valuable insights into optimizing energy management, reducing costs, and mitigating environmental impact.
引用
收藏
页数:31
相关论文
共 51 条
[1]   The semantics of N-soft sets, their applications, and a coda about three-way decision [J].
Alcantud, Jose Carlos R. .
INFORMATION SCIENCES, 2022, 606 :837-852
[2]   A robust correlation coefficient measure of dual hesitant fuzzy soft sets and their application in decision making [J].
Arora, Rishu ;
Garg, Harish .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2018, 72 :80-92
[3]  
Ashraf A, 2022, REP MECH ENG, V3, P301
[4]  
Ashraf S., 2022, COMPLEXITY 2022
[5]   Novel Decision Making Methodology under Pythagorean Probabilistic Hesitant Fuzzy Einstein Aggregation Information [J].
Ashraf, Shahzaib ;
Batool, Bushra ;
Naeem, Muhammad .
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2023, 136 (02) :1785-1811
[6]   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
[7]   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
[8]   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
[9]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[10]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96