DETECTING FINANCIAL SUSTAINABILITY RISK OF THE ASSETS USING MAMDANI FUZZY CONTROLLER

被引:0
|
作者
Bolos, Marcel-Ioan [1 ]
Bradea, Ioana-Alexandra [2 ]
Sabau-Popa, Claudia Diana [1 ]
Ilie, Laurentiu-Andrei [3 ]
机构
[1] Univ Oradea, Fac Econ Sci, Dept Finance Accounting, Oradea, Romania
[2] Bucharest Univ Econ Studies, Dept Informat & Econ Cybernet, Bucharest, Romania
[3] Univ Bucharest, Fac Geog, Bucharest, Romania
关键词
MAMDANI fuzzy controller; financial sustainability risk; assets; simulation; NEURAL-NETWORKS;
D O I
10.3846/tede.2019.10551
中图分类号
F [经济];
学科分类号
02 ;
摘要
The paper aims to develop a MAMDANI fuzzy controller for detecting the financial sustainability risk of the assets owned by the company. This type of risk indicates when an asset no longer produces economic benefits to the company, or the benefits are small enough to no longer justify the asset maintaining in working order. The proposed fuzzy controller has as input variables the asset operating expenses and the variation of this category of expenses from one analysis period to another. The controller's objective function is to keep operating costs at their initial state and thus reducing the financial sustainability risk. The controller's output variable is represented by the economic benefits variation, considered to be an essential component in the financial sustainability risk analysis. The obtained results were interpreted taking into account the objective function of the controller as well as the evolution of the input variables. Two simulations for fuzzy controllers were made, with the mention that the variation ranges for the input variables were delimited. In practice, fuzzy controllers can be generated according to company policies to keep under control the expense categories that accompany the asset exploitation.
引用
收藏
页码:1039 / 1057
页数:19
相关论文
共 50 条
  • [1] An investigation into the optimization of the Mamdani fuzzy controller using genetic algorithms
    Chan, PT
    Rad, AB
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 1999, 7 (02): : 67 - 75
  • [2] Iterative Design of a Mamdani Fuzzy Controller
    Mendes, Jerome
    Craveiro, Antonio
    Araujo, Rui
    2018 13TH APCA INTERNATIONAL CONFERENCE ON CONTROL AND SOFT COMPUTING (CONTROLO), 2018, : 85 - 90
  • [3] Temperature Fuzzy Control System with Mamdani Controller
    Mastacan, Lucian
    Dosoftei, Constantin-Catalin
    2018 INTERNATIONAL CONFERENCE AND EXPOSITION ON ELECTRICAL AND POWER ENGINEERING (EPE), 2018, : 352 - 356
  • [4] A simplified version of Mamdani's fuzzy controller:: The natural logic controller
    Aceves-López, A
    Aguilar-Martin, J
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2006, 14 (01) : 16 - 30
  • [5] Sustainability Ranking of Desalination Plants Using Mamdani Fuzzy Logic Inference Systems
    Rustum, Rabee
    Kurichiyanil, Anu Mary John
    Forrest, Shaun
    Sommariva, Corrado
    Adeloye, Adebayo J.
    Zounemat-Kermani, Mohammad
    Scholz, Miklas
    SUSTAINABILITY, 2020, 12 (02)
  • [6] Study of Mamdani fuzzy controller and its realization on PLC
    Pan, Haipeng
    Yan, Jiade
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3997 - +
  • [7] Mamdani Fuzzy Logic Controller with Mobile Agents for Matching
    Iancu, Ion
    Popirlan, Claudiu-Ionut
    RECENT ADVANCES IN NEURAL NETWORKS, FUZZY SYSTEMS & EVOLUTIONARY COMPUTING, 2010, : 117 - 122
  • [8] Optimization Settings in the Fuzzy Combined Mamdani PID Controller
    Kudinov, Y. I.
    Pashchenko, F. F.
    Pashchenko, A. F.
    Kelina, A. Y.
    Kolesnikov, V. A.
    INTERNATIONAL CONFERENCE PROBLEMS OF THERMAL PHYSICS AND POWER ENGINEERING (PTPPE-2017), 2017, 891
  • [9] Optimization of Fuzzy Parallel Settings of PID Mamdani Controller
    Kudinov, Y., I
    Pashchenko, A. F.
    Pashchenko, F. F.
    Kelina, A. Y.
    Bukhtiyarov, A., V
    Arakelyan, E. K.
    Andryushin, A., V
    2017 11TH IEEE INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT 2017), 2017, : 100 - 103
  • [10] Modeling the Covariance of Financial Assets Using Neutrosophic Fuzzy Numbers
    Bolos, Marcel-Ioan
    Bradea, Ioana-Alexandra
    Delcea, Camelia
    SYMMETRY-BASEL, 2023, 15 (02):