Schweizer-Sklar power aggregation operators based on complex intuitionistic fuzzy information and their application in decision-making

被引:2
|
作者
Liu, Peide [1 ,4 ]
Ali, Zeeshan [2 ]
Mahmood, Tahir [3 ]
机构
[1] Shandong Womens Univ, Sch Business Adm, Jinan 250300, Shandong, Peoples R China
[2] Riphah Int Univ, Dept Math & Stat, Islamabad, Pakistan
[3] Int Islamic Univ, Dept Math & Stat, Islamabad, Pakistan
[4] Shandong Key Lab New Smart Media, Jinan 250014, Shandong, Peoples R China
关键词
Complex Atanassov intuitionistic fuzzy sets; Schweizer-Sklar power aggregation operators; Decision-making techniques; ENTROPY;
D O I
10.1007/s40747-023-01331-w
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In 1960, Schweizer and Sklar introduced the novel Schweizer-Sklar t-norm and t-conorm which is used in the construction of aggregation operators. Schweizer-Sklar norms are more general than algebraic norms and Einstein norms. Additionally, computing the power operators based on the Schweizer-Sklar norms for complex Atanassov intuitionistic fuzzy (CA-IF) set is very awkward and complicated. In this manuscript, firstly, we propose the Schweizer-Sklar operational laws for CA-IF values, and secondly, we develop the CA-IF Schweizer-Sklar power averaging (CA-IFSSPA) operator, CA-IF Schweizer-Sklar power ordered averaging (CA-IFSSPOA) operator, CA-IF Schweizer-Sklar power geometric (CA-IFSSPG) operator, and CA-IF Schweizer-Sklar power ordered geometric (CA-IFSSPOG) operator. Some suitable and dominant properties for the above operators are also discussed. Furthermore, to simplify the above operators, we develop the procedure of decision-making technique, called multi-attribute decision-making (MADM) methods based on the proposed operators based on CA-IF values. Finally, we compare the proposed methods with some existing methods to describe the efficiency and capability of the discovered approaches by some examples.
引用
收藏
页码:3673 / 3690
页数:18
相关论文
共 50 条
  • [1] Schweizer-Sklar power aggregation operators based on complex intuitionistic fuzzy information and their application in decision-making
    Peide Liu
    Zeeshan Ali
    Tahir Mahmood
    Complex & Intelligent Systems, 2024, 10 : 3673 - 3690
  • [2] Schweizer-Sklar prioritized aggregation operators for intuitionistic fuzzy information and their application in multi-attribute decision-making
    Garg, Harish
    Ali, Zeeshan
    Mahmood, Tahir
    Ali, Mohamed R.
    Alburaikan, Alhanouf
    ALEXANDRIA ENGINEERING JOURNAL, 2023, 67 : 229 - 240
  • [3] Multiple Attribute Group Decision-Making Based on Intuitionistic Fuzzy Schweizer-Sklar Generalized Power Aggregation Operators
    Khan, Qaisar
    Khattak, Hizbullah
    AlZubi, Ahmad Ali
    Alanazi, Jazem Mutared
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [4] Schweizer-Sklar Power Aggregation Operators Based on Complex Interval-Valued Intuitionistic Fuzzy Information for Multi-attribute Decision-Making
    Kalsoom, Umme
    Ullah, Kifayat
    Akram, Maria
    Pamucar, Dragan
    Senapati, Tapan
    Naeem, Muhammad
    Pilla, Francesco
    Moslem, Sarbast
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2023, 16 (01)
  • [5] Multi-attribute group decision-making algorithm based on intuitionistic fuzzy rough Schweizer-Sklar aggregation operators
    Garg, Harish
    Hussain, Amir
    Ullah, Kifayat
    SOFT COMPUTING, 2023,
  • [6] Some Maclaurin symmetric mean aggregation operators based on Schweizer-Sklar operations for intuitionistic fuzzy numbers and their application to decision making
    Wang, Peng
    Liu, Peide
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (04) : 3801 - 3824
  • [7] Schweizer–Sklar Power Aggregation Operators Based on Complex Interval-Valued Intuitionistic Fuzzy Information for Multi-attribute Decision-Making
    Umme Kalsoom
    Kifayat Ullah
    Maria Akram
    Dragan Pamucar
    Tapan Senapati
    Muhammad Naeem
    Francesco Pilla
    Sarbast Moslem
    International Journal of Computational Intelligence Systems, 16
  • [8] Interval-valued intuitionistic fuzzy TODIM method based on Schweizer-Sklar power aggregation operators and their applications to group decision making
    Zindani, Divya
    Maity, Saikat Ranjan
    Bhowmik, Sumit
    SOFT COMPUTING, 2020, 24 (18) : 14091 - 14133
  • [9] Prioritized aggregation operators for Schweizer-Sklar multi-attribute decision-making for complex spherical fuzzy information in mobile etourism applications
    Alhulwah, Khawlah
    Azeem, Muhammad
    Sarfraz, Mehwish
    Almohanna, Nasreen
    Ahmad, Ali
    AIMS MATHEMATICS, 2024, 9 (12): : 34753 - 34784
  • [10] Some interval-valued intuitionistic fuzzy Schweizer-Sklar power aggregation operators and their application to supplier selection
    Liu, Peide
    Wang, Peng
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2018, 49 (06) : 1188 - 1211