Multi-factorial risk assessment: An approach based on fuzzy preference relations

被引:14
作者
Perez-Fernandez, Raul [1 ]
Alonso, Pedro [2 ]
Diaz, Irene [3 ]
Montes, Susana [1 ]
机构
[1] Univ Oviedo, Dept Stat & OR, Oviedo, Spain
[2] Univ Oviedo, Dept Math, Oviedo, Spain
[3] Univ Oviedo, Dept Comp Sci & AI, Oviedo, Spain
关键词
Fuzzy preference relation; Aggregation function; WOWA operator; Group decision making problem; Risk assessment matrix; DECISION-MAKING; REASONABLE PROPERTIES;
D O I
10.1016/j.fss.2014.10.012
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The main purpose of this paper is to develop a new method to aggregate the information given by several experts or criteria about different alternatives in order to obtain the preferred alternative or alternatives. This method has to take into account the interaction of the different alternatives and a parameter modelling the flexibility of this method has to be introduced. More precisely, this method uses fuzzy preference relations, aggregated by means of weighted ordered weighted averaging aggregation operators (WOWA). For the exploitation phase the extended weighted voting algorithm is introduced and studied in detail. Finally, the goodness of this approach is analyzed using it to combine different points of view (people, environment, assets and reputation impact for the company) in the assessment of risk associated with human reliability. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:67 / 80
页数:14
相关论文
共 22 条
[1]  
Andersen T.R., 1999, Proceedings of Corrosion 1999, P1
[2]  
[Anonymous], 1999, 994 US DEP TRANSP
[3]  
Calvo T., 2002, Stud. Fuzziness Soft Comput., V97
[4]   Integrating three representation models in fuzzy multipurpose decision making based on fuzzy preference relations [J].
Chiclana, F ;
Herrera, F ;
Herrera-Viedma, E .
FUZZY SETS AND SYSTEMS, 1998, 97 (01) :33-48
[5]   What's wrong with risk matrices? [J].
Cox, Louis Anthony , Jr. .
RISK ANALYSIS, 2008, 28 (02) :497-512
[6]  
Dhillon BS, 2007, SPRINGER SER RELIAB, P1, DOI 10.1007/978-1-84628-812-8
[7]  
Fodor J.C., 1994, Fuzzy Preference Modelling and Multicriteria Decision Support, V14
[8]  
Goddard Space Flight Center NASA Risk Management Reporting, 2009, GSFCSTD0002 NASA
[9]  
Hall J., 1998, AM TRACK ASS FDN C H
[10]  
Hall S., 1997, RAILWAY ACCIDENTS