Use of hybrid multiple uncertain attribute decision making techniques in safety management

Expert Systems with Applications

Volumn 36, Issue 2 PART 1, 2009, Pages 1569-1586

  Yang, Z L ^a   Bonsall, S ^a   Wang, J ^a  

^a LIVERPOOL JOHN MOORES UNIVERSITY   (United Kingdom)

Author keywords

BNs; Entropy measures; Fuzzy logic; MAUT; Safety management; TOPSIS

Indexed keywords

BAYESIAN NETWORKS; COMPUTER CIRCUITS; DECISION THEORY; ENTROPY; FUZZY LOGIC; FUZZY SETS; LINGUISTICS; RISK ASSESSMENT; SAFETY ENGINEERING; TRANSFER CASES (VEHICLES);

BAYESIAN NETWORKS (BNS); CONTAINER TRANSPORTATION; ENTROPY MEASURE; MAUT; MULTIPLE ATTRIBUTE UTILITY; NOVEL UTILITY FUNCTION; SAFETY MANAGEMENT; TOPSIS;

DECISION MAKING;

EID: 56349131441     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.11.054     Document Type: Article

References (22)

1. Andersen S.K., Olesen K.G., Jensen F.V., and Jensen F. Hugin - A shell for building belief universes for expert systems. In: Shafer G., and Pearl J. (Eds). Reading in Uncertainty (1990), Morgan Kaufman, Berlin 332-337
2. Cagno E., Caron M., Mancini M., and Ruggeri F. Using AHP in determining the prior distributions on gas pipeline failures in a robust Bayesian approach. Reliability Engineering & System Safety 67 3 (2000) 275-284
3. Cheng S.J., and Huang C.L. Fuzzy multiple attribute decision-making: Methods and applications (1992), Springer-Verlag, Berlin, Germany
4. Dubois D., and Prade H. Mean value of a fuzzy number. Fuzzy Sets and Systems 24 3 (1987) 279-300
5. Faber, M. H., Kroon, I. B., Kragh, E., Bayly, D. B., & Decosemaeker, P. (2001). Risk assessment of decommissioning options using Bayesian networks, In 20th offshore mechanics and arctic engineering conference June 3-8, Rio de Janeiro, Brazil.
6. Fenton N., and Neil M. Making decisions: Using Bayesian nets and MCDA. Knowledge-Based Systems 14 (2001) 307-325
7. Heckerman D., Mamdani M., and Wellman M. Real-world applications of Bayesian networks. Communications of ACM 38 3 (1995) 25-26
8. Hwang C.L., and Yoon K.P. Multiple attribute decision-making: Methods and applications (1981), Springer-Verlag, NY, USA
9. Jensen F.V. An introduction to Bayesian networks (1996), University College London Press, London, UK
10. Jensen F.V. Bayesian network and decision graphs (2001), Springer-Verlag, NY, USA
11. Keeney R.L., and Raiffa H. Decision with multiple objectives (1976), John Wiley, NY, USA
12. Langseth H., and Portinale L. Bayesian networks in reliability. Reliability Engineering & System Safety 92 1 (2007) 92-108
13. Laurizen S.L., and Spiegelhalter D.J. Local computations with probabilities on graphical structures and their application to expert systems. Journal of Royal Statistical Society B 50 2 (1988) 157-224
14. Lee C.J., and Lee K.J. Application of Bayesian network to the probabilistic risk assessment of nuclear waste disposal. Reliability Engineering & System Safety 91 5 (2006) 515-532
15. Mahadevan S., and Rebba R. Validation of reliability computational models using Bayes networks. Reliability Engineering & System Safety 87 (2005) 223-232
16. Pearl J. Probabilistic reasoning in intelligent systems: Networks of plausible inference (1988), Morgan Kaufman Publishers Inc., CA, USA
17. PVA (1997). A guide to improving the safety of passenger vessel operations by addressing risk (pp. 1-28), Arlington.
18. Rilett L.R., and Park D. Incorporating uncertainty and multiple objectives in real-time route selection. Journal of Transportation Engineering 127 6 (2001) 531-539
19. Satty T.L. The analytic hierarchy process (1980), University of Pittsburgh, USA
20. Yang, Z. L., Wang, J., Bonsall, S., & Wong, S. (2007). Risk management with multiple uncertain decision making attributes. In ESREL 2007 safety and reliability conference, 25-27 June, Stavanger, Norway.
21. Zeleny M. The attribute-dynamic attitude model (ADAM). Management Science 23 1 (1976) 12-26
22. Zimmermann H.J. Fuzzy set theory and its application (1991), Kluwer, Norwell, MA