A Fuzzy Multi-Attribute Decision Making Model for Strategic Risk Assessment

被引:21
作者
Arikan, Rabia [1 ]
Dagdeviren, Metin [1 ]
Kurt, Mustafa [1 ]
机构
[1] Gazi Univ, Dept Ind Engn, TR-06570 Ankara, Turkey
关键词
Risk assessment; multi attribute decision making; fuzzy analytic hierarchy process; fuzzy logarithmic least squares method; LOGARITHMIC LEAST-SQUARES; EXTENT ANALYSIS METHOD; SIMILARITY MEASURES; HIERARCHICAL ANALYSIS; RANKING; AHP; UNCERTAINTY; MANAGEMENT; SELECTION; INTERVAL;
D O I
10.1080/18756891.2013.781334
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Risk assessment is a very important issue for an effective institution, since the lack of accurate risk assessment method or the improper risk management might cause problems to achieve institutions' strategic objectives. There are a finite number of risks which have to be ranked considering many different and conflicting criteria. In this respect, assessing risks by relating to strategic objectives is a multi-attribute decision making problem. In this study, an integrated approach which employs analytic hierarchy process (AHP) and fuzzy logarithmic least squares method (LLSM) together is proposed for the strategic risk assessment problem. The AHP is used to analyze the structure of the risk assessment problem and to determine weights of the criteria, and fuzzy LLSM method is used to obtain final ranking. Proposed approach is applied to a problem of prioritizing risks in a public institution.
引用
收藏
页码:487 / 502
页数:16
相关论文
共 78 条
[1]   A fuzzy reasoning and fuzzy-analytical hierarchy process based approach to the process of railway risk information: A railway risk management system [J].
An, Min ;
Chen, Yao ;
Baker, Chris J. .
INFORMATION SCIENCES, 2011, 181 (18) :3946-3966
[2]  
[Anonymous], P 9 C INF SCI
[3]   Reliability and validity of risk analysis [J].
Aven, Terje ;
Heide, Bjornar .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2009, 94 (11) :1862-1868
[4]   Model uncertainty and risk estimation for experimental studies of quantal responses [J].
Bailer, AJ ;
Noble, RB ;
Wheeler, MW .
RISK ANALYSIS, 2005, 25 (02) :291-299
[5]   MULTI-CRITERIA DECISION-ANALYSIS WITH FUZZY PAIRWISE COMPARISONS [J].
BOENDER, CGE ;
DEGRAAN, JG ;
LOOTSMA, FA .
FUZZY SETS AND SYSTEMS, 1989, 29 (02) :133-143
[6]   Risk analysis of hazardous materials transportation: evaluating uncertainty by means of fuzzy logic [J].
Bonvicini, S ;
Leonelli, P ;
Spadoni, G .
JOURNAL OF HAZARDOUS MATERIALS, 1998, 62 (01) :59-74
[7]   Fuzzy group decision making for selection among computer integrated manufacturing systems [J].
Bozdag, CE ;
Kahraman, C ;
Ruan, D .
COMPUTERS IN INDUSTRY, 2003, 51 (01) :13-29
[8]   FUZZY HIERARCHICAL ANALYSIS [J].
BUCKLEY, JJ .
FUZZY SETS AND SYSTEMS, 1985, 17 (03) :233-247
[9]   Fuzzy hierarchical analysis revisited [J].
Buckley, JJ ;
Feuring, T ;
Hayashi, Y .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 129 (01) :48-64
[10]   Applications of the extent analysis method on fuzzy AHP [J].
Chang, DY .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 95 (03) :649-655