Multi-criteria spherical fuzzy regret based evaluation of healthcare equipment stocks

被引:10
|
作者
Onar, Sezi Cevik [1 ]
Kahraman, Cengiz [1 ]
Oztaysi, Basar [1 ]
机构
[1] Istanbul Tech Univ, Dept Ind Engn, TR-34367 Istanbul, Turkey
关键词
Spherical fuzzy sets; multi-criteria decision making; AHP; regret; AHP;
D O I
10.3233/JIFS-189073
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The catastrophes due to widespread outbreaks create a long-standing distraction and have an accelerating transmission. The uncontrolled outbreaks cause not only health-related problems but also supply chain related problems. The outbreak caused by the coronavirus (COVID-19) shows how vulnerable the Healthcare systems and the supporting systems such as supply chains of the countries to such type of disasters. Keeping high levels of inventory, especially for healthcare products, can be beneficial to overcome such shortage problems. Nevertheless, keeping a high level of inventory can be costly, and the durability of the products creates a limit. The decision-makers have to carefully decide the inventory levels by considering many factors such as the criticality of the product and the easiness of producing the product. In this study, we try to develop a decision model for defining the inventory levels in Healthcare systems by considering multiple scenarios such as outbreaks. A novel spherical regret based multi-criteria decision-making approach is developed and used for evaluating the total regret of not keeping stock of the healthcare equipment.
引用
收藏
页码:5987 / 5997
页数:11
相关论文
共 50 条
  • [41] On Consumer Credit Scoring Based on Multi-criteria Fuzzy Logic
    Chen Xinhui
    Qiao Zhong
    2009 INTERNATIONAL CONFERENCE ON BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING, PROCEEDINGS, 2009, : 765 - 768
  • [42] Grey stochastic multi-criteria decision-making based on regret theory and TOPSIS
    Zhou, Huan
    Wang, Jian-qiang
    Zhang, Hong-yu
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 8 (02) : 651 - 664
  • [43] Fuzzy multi-criteria acceptability analysis: A new approach to multi-criteria decision analysis under fuzzy environment
    Yatsalo, Boris
    Korobov, Alexander
    Martinez, L.
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 84 : 262 - 271
  • [44] An extension of the best-worst method based on the spherical fuzzy sets for multi-criteria decision-making
    Haseli, Gholamreza
    Sheikh, Reza
    Ghoushchi, Saeid Jafarzadeh
    Hajiaghaei-Keshteli, Mostafa
    Moslem, Sarbast
    Deveci, Muhammet
    Kadry, Seifedine
    GRANULAR COMPUTING, 2024, 9 (02)
  • [45] Some average aggregation operators based on spherical fuzzy soft sets and their applications in multi-criteria decision making
    Ahmmad, Jabbar
    Mahmood, Tahir
    Chinram, Ronnason
    Iampan, Aiyared
    AIMS MATHEMATICS, 2021, 6 (07): : 7798 - 7832
  • [46] Grey stochastic multi-criteria decision-making based on regret theory and TOPSIS
    Huan Zhou
    Jian-qiang Wang
    Hong-yu Zhang
    International Journal of Machine Learning and Cybernetics, 2017, 8 : 651 - 664
  • [47] Multi-Criteria Evaluation of eLearning Attributes using the Fuzzy TOPSIS Method
    Jaeger, Martin
    Adair, Desmond
    Soleimani, Sayed
    INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, 2023, 39 (01) : 241 - 251
  • [48] Multi-criteria fuzzy comprehensive evaluation in interval environment with dual preferences
    Fan, Liu
    Spirkova, Jana
    Mesiar, Radko
    Yager, Ronald R.
    Jin, LeSheng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (01) : 1361 - 1369
  • [49] Error propagation in a fuzzy logic multi-criteria evaluation for petroleum exploration
    Bingham, L.
    Escalona, A.
    Karssenberg, D.
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2016, 30 (08) : 1552 - 1578
  • [50] A fuzzy posetic toolbox for multi-criteria evaluation on ordinal data systems
    Fattore, Marco
    De Capitani, Lucio
    Avellone, Alessandro
    Suardi, Andrea
    ANNALS OF OPERATIONS RESEARCH, 2024,