A multicriteria decision support system for bank rating

被引:65
|
作者
Doumpos, Michael [1 ]
Zopounidis, Constantin [1 ]
机构
[1] Tech Univ Crete, Dept Prod Engn & Management, Financial Engn Lab, Khania 73100, Greece
关键词
Banking; Financial risk management; Decision support systems; Multicriteria decision aid; Sensitivity analysis; SENSITIVITY-ANALYSIS; PERFORMANCE;
D O I
10.1016/j.dss.2010.07.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Bank rating refers to the analysis of a bank's overall viability, performance and risk exposure. Within the recent financial turmoil, bank rating has become extremely important. Typically, bank rating is performed through empirical procedures that combine financial and qualitative data into an overall performance index. This paper presents a case study on the implementation of a multicriteria approach to bank rating. The proposed methodology is based on the PROMETHEE II method implemented in an integrated decision support system. Special emphasis is put on the sensitivity of the results with regard to the relative importance of the evaluation criteria and the parameters of the evaluation process. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:55 / 63
页数:9
相关论文
共 50 条
  • [1] IZAR - multicriteria decision support system
    Kalcevova, Jana
    Fiala, Petr
    [J]. PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS 2006, 2006, : 277 - 282
  • [2] MULTICRITERIA DECISION SUPPORT SYSTEM MULTIOPTIMA
    Vassileva, Mariana
    Vassilev, Vassil
    Staykov, Boris
    Genova, Krassimira
    Dochev, Danall
    [J]. ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS: ARTIFICIAL INTELLIGENCE AND DECISION SUPPORT SYSTEMS, 2008, : 276 - +
  • [3] A multicriteria decision support tool for modelling bank credit ratings
    Gaganis, Chrysovalantis
    Papadimitri, Panagiota
    Tasiou, Menelaos
    [J]. ANNALS OF OPERATIONS RESEARCH, 2021, 306 (1-2) : 27 - 56
  • [4] A multicriteria decision support tool for modelling bank credit ratings
    Chrysovalantis Gaganis
    Panagiota Papadimitri
    Menelaos Tasiou
    [J]. Annals of Operations Research, 2021, 306 : 27 - 56
  • [5] THE MULTICRITERIA SELECTION METHODOLOGY OF THE DECISION SUPPORT SYSTEM
    Patalas-Maliszewska, Justyna
    Krupa, Tadeusz
    [J]. FOUNDATIONS OF MANAGEMENT, 2010, 2 (02) : 51 - 62
  • [6] An interactive multicriteria decision support system for the maintenance
    Simeu-Abazi, Z
    [J]. SAFETY AND RELIABILITY, VOLS 1 & 2, 1999, : 795 - 800
  • [7] A multicriteria decision support system for housing evaluation
    Natividade-Jesus, Eduardo
    Coutinho-Rodrigues, Joao
    Antunes, Carlos Henggeler
    [J]. DECISION SUPPORT SYSTEMS, 2007, 43 (03) : 779 - 790
  • [8] PREFDIS: a multicriteria decision support system for sorting decision problems
    Zopounidis, C
    Doumpos, M
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (7-8) : 779 - 797
  • [9] AN INTERACTIVE DECISION SUPPORT SYSTEM (IDSS) FOR MULTICRITERIA DECISION AID
    TEGHEM, J
    DELHAYE, C
    KUNSCH, PL
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 1989, 12 (10-11) : 1311 - 1320
  • [10] SINGLECRITERIA AND MULTICRITERIA OPTIMIZATION AS A TOOL OF DECISION SUPPORT SYSTEM
    JARMAI, K
    [J]. COMPUTERS IN INDUSTRY, 1989, 11 (03) : 249 - 266