Assessment of Solar Panel Using Multiattribute Decision-Making Approach Based on Intuitionistic Fuzzy Aczel Alsina Heronian Mean Operator

被引:38
|
作者
Hussain, Abrar [1 ]
Ullah, Kifayat [1 ]
Pamucar, Dragan [2 ,3 ]
Haleemzai, Izatmand [4 ]
Tatic, Dusan [5 ]
机构
[1] Riphah Int Univ, Dept Math, Lahore Campus, Lahore 54000, Pakistan
[2] Univ Belgrade, Fac Org Sci, Belgrade 11000, Serbia
[3] Yuan Ze Univ, Coll Engn, Taoyuan, Taiwan
[4] Kabul Polytech Univ, Dept Math, Kabul, Afghanistan
[5] Math Inst Serbian Acad Sci & Arts, Kneza Mihaila 36, Belgrade 11000, Serbia
关键词
GEOMETRIC AGGREGATION OPERATORS;
D O I
10.1155/2023/6268613
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multiattribute decision-making (MADM) approach is an effective method for handling ambiguous information in a practical situation. The process of the MADM technique has drawn a lot of interest from various academic and selection processes of extensive analysis. The aggregation operators (AOs) are the best mathematical tools and received a lot of attention from researchers. This article explored the theory of intuitionistic fuzzy IF sets (IFSs) and their certain fundamental operations. The theory of triangular norms also explores Aczel Alsina operations (AAOs) in advanced mathematical tools. The concepts of Heronian mean (HM) and geometric HM (GHM) operators are presented to define interrelationships among different opinions. We developed a list of certain AOs by utilizing AAOs under the system IF information, namely, IF Aczel Alsina HM (IFAAHM), IF Aczel Alsina weighted HM (IFAAWHM), IF Aczel Alsina GHM (IFAAGHM), and IF Aczel Alsina weighted GHM (IFAAWGHM) operators. Some particular characteristics of our invented methodologies are also presented. Solar energy is an effective, efficient resource to enhance electricity production and the country's economic growth. Therefore, we studied an application of solar panel systems to solve real-life problems under a robust technique of the MADM approach by utilizing our invented approaches of IFAAWHM and IFAAWGHM operators. A numerical example was also given to select more suitable solar panels under our proposed methodologies. To find the competitiveness and feasibility of discussed methodologies, we make an inclusive comparative study in which we contrast the results of existing AOs with the consequences of current approaches.
引用
收藏
页数:22
相关论文
共 50 条
  • [41] Some partitioned heronian mean aggregation operators based on intuitionistic linguistic information and their application to decision-making
    Liu, Peide
    Li, Ying
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (04) : 4001 - 4029
  • [42] Prioritized Aggregation Operators for Complex Intuitionistic Fuzzy Sets Based on Aczel-Alsina T-norm and T-conorm and Their Applications in Decision-Making
    Peide Liu
    Zeeshan Ali
    Tahir Mahmood
    Yushui Geng
    International Journal of Fuzzy Systems, 2023, 25 : 2590 - 2608
  • [43] Trapezoidal Intuitionistic Fuzzy Power Heronian Aggregation Operator and Its Applications to Multiple-Attribute Group Decision-Making
    Selvaraj, Jeevaraj
    Gatiyala, Prakash
    Zolfani, Sarfaraz Hashemkhani
    AXIOMS, 2022, 11 (11)
  • [44] Approaches to multi-attribute decision-making based on picture fuzzy Aczel-Alsina average aggregation operators
    Senapati, Tapan
    COMPUTATIONAL & APPLIED MATHEMATICS, 2022, 41 (01):
  • [45] Novel Aczel-Alsina operations-based interval-valued intuitionistic fuzzy aggregation operators and their applications in multiple attribute decision-making process
    Senapati, Tapan
    Chen, Guiyun
    Mesiar, Radko
    Yager, Ronald R.
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (08) : 5059 - 5081
  • [46] Extended VIKOR Method for Intuitionistic Fuzzy Multiattribute Decision-Making Based on a New Distance Measure
    Luo, Xiao
    Wang, Xuanzi
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 2017
  • [47] Prioritized Aggregation Operators for Complex Intuitionistic Fuzzy Sets Based on Aczel-Alsina T-norm and T-conorm and Their Applications in Decision-Making
    Liu, Peide
    Ali, Zeeshan
    Mahmood, Tahir
    Geng, Yushui
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2023, 25 (07) : 2590 - 2608
  • [48] Prioritized Aggregation Operators for Intuitionistic Fuzzy Information Based on Aczel-Alsina T-Norm and T-Conorm and Their Applications in Group Decision-Making
    Sarfraz, Mehwish
    Ullah, Kifayat
    Akram, Maria
    Pamucar, Dragan
    Bozanic, Darko
    SYMMETRY-BASEL, 2022, 14 (12):
  • [49] Multiattribute Decision-Making Method Based on Hesitant Triangular Fuzzy Power Average Operator
    Pu, Dongping
    Yu, Mingliang
    Yuan, Guanghui
    ADVANCES IN FUZZY SYSTEMS, 2022, 2022
  • [50] INTUITIONISTIC FUZZY DECISION-MAKING WITH SIMILARITY MEASURES AND OWA OPERATOR
    Su, Weihua
    Yang, Yong
    Zhang, Chonghui
    Zeng, Shouzhen
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2013, 21 (02) : 245 - 262