A Pythagorean cubic fuzzy methodology based on TOPSIS and TODIM methods and its application to software selection problem

被引:21
作者
Seker, Sukran [1 ]
Kahraman, Cengiz [2 ]
机构
[1] Yildiz Tech Univ, Ind Engn Dept, TR-34349 Istanbul, Turkey
[2] Istanbul Tech Univ, Ind Engn Dept, TR-34367 Istanbul, Turkey
关键词
TODIM; TOPSIS; Pythagorean cubic fuzzy sets; Software selection; MCDM; MULTICRITERIA DECISION-MAKING; INTUITIONISTIC FUZZY; CRITERIA; SETS; SIMILARITY; PREFERENCE; DISTANCE; SYSTEMS; AHP;
D O I
10.1007/s00500-021-06469-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Software selection process for many organizations is a challenging task to conduct their business activities and sustain competitiveness. This paper develops a new hybrid multi-criteria decision-making (MCDM) method to select the most efficient vendor-supplied software package which is used in all business activities for planning or designing, organizing, and supervising functions by operations management of a fuel oil company operated in Turkey. The proposed method is a hybridization of two well-known MCDM approaches, namely TODIM (an acronym in Portuguese for interactive and multi-criteria decision making) and TOPSIS (technique for order preference by similarity to an ideal solution) using Pythagorean cubic fuzzy sets to manage uncertainty, subjectivity and bias of decision makers. To prove the efficiency and applicability of the proposed method, a real-life application to select best software package for fuel oil company is conducted. Finally, sensitivity and comparison analyses are carried out to verify validity and stability of the results obtained by the proposed approach.
引用
收藏
页码:2437 / 2450
页数:14
相关论文
共 50 条
  • [31] Pythagorean Fuzzy TODIM Method Based on the Cumulative Prospect Theory for MAGDM and Its Application on Risk Assessment of Science and Technology Projects
    Mengwei Zhao
    Guiwu Wei
    Cun Wei
    Jiang Wu
    International Journal of Fuzzy Systems, 2021, 23 : 1027 - 1041
  • [32] The Linguistic Picture Fuzzy Set and Its Application in Multi-Criteria Decision-Making: An Illustration to the TOPSIS and TODIM Methods Based on Entropy Weight
    Liu, Donghai
    Luo, Yan
    Liu, Zaiming
    SYMMETRY-BASEL, 2020, 12 (07):
  • [33] Site selection of nursing homes based on interval type-2 fuzzy AHP, CRITIC and improved TOPSIS methods
    Zhang, Huaige
    Bai, Xuyang
    Hong, Xianpei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 42 (04) : 3789 - 3804
  • [35] An Extension of Bonferroni Mean under Cubic Pythagorean Fuzzy Environment and Its Applications in Selection-Based Problems
    Rahim, Muhammad
    Amin, Fazli
    Ali, Asad
    Shah, Kamal
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [36] A New Picture Fuzzy Entropy and Its Application Based on Combined Picture Fuzzy Methodology with Partial Weight Information
    Kumar, Sunit
    Arya, Vikas
    Kumar, Satish
    Dahiya, Ashok
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2022, 24 (07) : 3208 - 3225
  • [37] Pythagorean fuzzy MULTIMOORA method based on distance measure and score function: its application in multicriteria decision making process
    Huang, Chao
    Lin, Mingwei
    Xu, Zeshui
    KNOWLEDGE AND INFORMATION SYSTEMS, 2020, 62 (11) : 4373 - 4406
  • [38] Extended TODIM method based on VIKOR for q-rung orthopair fuzzy information measures and their application in MAGDM problem of medical consumption products
    Arya, Vikas
    Kumar, Satish
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (11) : 6837 - 6870
  • [39] Benchmarking Methodology for Selection of Optimal COVID-19 Diagnostic Model Based on Entropy and TOPSIS Methods
    Mohammed, Mazin Abed
    Abdulkareem, Karrar Hameed
    Al-Waisy, Alaa S.
    Mostafa, Salama A.
    Al-Fahdawi, Shumoos
    Dinar, Ahmed Musa
    Alhakami, Wajdi
    Baz, Abdullah
    Al-Mhiqani, Mohammed Nasser
    Alhakami, Hosam
    Arbaiy, Nureize
    Maashi, Mashael S.
    Mutlag, Ammar Awad
    Garcia-Zapirain, Begona
    De La Torre Diez, Isabel
    IEEE ACCESS, 2020, 8 (08): : 99115 - 99131
  • [40] A Novel TODIM with Probabilistic Hesitant Fuzzy Information and Its Application in Green Supplier Selection
    Tian, Xiaoli
    Niu, Meiling
    Ma, Jiangshui
    Xu, Zeshui
    COMPLEXITY, 2020, 2020