DIBR-DOMBI-FUZZY MAIRCA Model for Strategy Selection in the System of Defense

被引:3
|
作者
Tesic, Dusko [1 ]
Bozanic, Darko [1 ]
Stojkovic, Dejan [1 ]
Puska, Adis [2 ]
Stojanovic, Ilija [3 ]
机构
[1] Univ Def, Mil Acad, Belgrade, Serbia
[2] Govt Brcko Dist Bosnia & Herzegovina, Dept Publ Safety, Brcko, Bosnia & Herceg
[3] Amer Univ Emirates, Coll Business Adm, Dubai, U Arab Emirates
关键词
MCDM; AHP;
D O I
10.1155/2023/4961972
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Strategic management has applications in many areas of social life. One of the basic steps in the process of strategic management is formulating a strategy by choosing the optimal strategy. Improving the process of selecting the optimal strategy with MCDM methods and theories that treat uncertainty well in this process, as well as the application of other and different selection criteria, is the basic idea and goal of this research. The improvement of the process of the aforementioned selection in the defense system was carried out by applying a hybrid model of multicriteria decision-making based on methods defining interrelationships between ranked criteria (DIBR) and multiattributive ideal-real comparative analysis (MAIRCA) modified by triangular fuzzy numbers-"DIBR-DOMBI-Fuzzy MAIRCA model." The DIBR method was used to determine the weight coefficients of the criteria, while the selection of the optimal strategy, from the set of offered methods, was carried out by the MAIRCA method. This was done in a fuzzy environment with the aim of better treatment of imprecise information and better translation of quantitative data into qualitative data. In the research, an analysis of the model's sensitivity to changes in weight coefficients was performed. Additionally, a comparison of the obtained results with the results obtained using other multicriteria decision-making methods was conducted, which validated the model and confirmed stable results. In the end, it was concluded that the proposed MCDM methodology can be used for choosing a strategy in the defense system, that the results of the MCDM model are stable and valid, and that the process has been improved by making the choice easier for decision makers and by defining new and more comprehensive criteria for selection.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Fuzzy Information Axiom Based Decision Model for CAD System Selection
    Cevikcan, Emre
    Oztaysi, Basar
    PRACTICAL APPLICATIONS OF INTELLIGENT SYSTEMS, 2011, 124 : 381 - 390
  • [22] 3D Printer Selection for the Sustainable Manufacturing Industry Using an Integrated Decision-Making Model Based on Dombi Operators in the Fermatean Fuzzy Environment
    Gorcun, Omer Faruk
    Zolfani, Sarfaraz Hashemkhani
    Kucukonder, Hande
    Antucheviciene, Jurgita
    Pavlovskis, Miroslavas
    MACHINES, 2024, 12 (01)
  • [23] Integrated group fuzzy multi-criteria model: Case of facilities management strategy selection
    Zavadskas, Edmundas Kazimieras
    Turskis, Zenonas
    Vilutiene, Tatjana
    Lepkova, Natalija
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 82 : 317 - 331
  • [24] A Fuzzy-AHP-Based Decision Support System for Maintenance Strategy Selection in Facility Management
    Pun, K. P.
    Tsang, Y. P.
    Choy, K. L.
    Tang, Valerie
    Lam, H. Y.
    2017 PORTLAND INTERNATIONAL CONFERENCE ON MANAGEMENT OF ENGINEERING AND TECHNOLOGY (PICMET), 2017,
  • [25] A decision support system for supplier selection based on a strategy-aligned fuzzy SMART approach
    Chou, Shuo-Yan
    Chang, Yao-Hui
    EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (04) : 2241 - 2253
  • [26] A fuzzy evaluation system for web services selection using extended QoS model
    Tong, Hongxia
    Cao, Jian
    Zhang, ShenSheng
    Mou, Yujie
    KYBERNETES, 2009, 38 (3-4) : 513 - 521
  • [27] A competitive tendering strategy model and software system based on fuzzy set theory
    Fayek, A
    INTELLIGENT INFORMATION SYSTEMS, (IIS'97) PROCEEDINGS, 1997, : 236 - 240
  • [28] A multiple attribute group decision making model based on 2-tuple linguistic pythagorean fuzzy dombi aggregation operators for optimal selection of potential global suppliers
    Alballa, Tmader
    Alamer, Ahmed
    Nasir, Khadija
    Yousaf, Awais
    Alhabeeb, Somayah Abdualziz
    Khalifa, Hamiden Abd El-Wahed
    HELIYON, 2024, 10 (14)
  • [29] A fuzzy DEMATEL-ANP-VIKOR analytical model for maintenance strategy selection of safety critical assets
    Arjomandi, Mohammad A.
    Dinmohammadi, Fateme
    Mosallanezhad, Behzad
    Shafiee, Mahmood
    ADVANCES IN MECHANICAL ENGINEERING, 2021, 13 (04)
  • [30] A road maintenance management strategy evaluation and selection model by integrating Fuzzy AHP and Fuzzy TOPSIS methods: The case of Ethiopian Roads Authority
    Ayalew, Girmay Getawa
    Meharie, Meseret Getnet
    Worku, Betelhem
    COGENT ENGINEERING, 2022, 9 (01):