Optimisation-based decision-making for complex networks in disastrous events

International Journal of Risk Assessment and Management

Volumn 15, Issue 5-6, 2011, Pages 417-436

  Gómez, Camilo ^a   Buriticá, Jessica ^a   Sánchez Silva, Mauricio ^a   Dueñas Osorio, Leonardo ^b  

^a UNIVERSIDAD DE LOS ANDES   (Colombia)

^b Rice University   (United States)

Author keywords

Clustering; Decision making; Global catastrophe; Graph theory; Hierarchical decomposition; Infrastructure networks; Optimisation; Resource allocation; Systems thinking

Indexed keywords

EID: 84857299061     PISSN: 14668297     EISSN: 17415241     Source Type: Journal    
DOI: 10.1504/IJRAM.2011.043697     Document Type: Article

References (34)

1. Abbass, H., Bender, A., Gaidow, S. and Whitbread, P. (2011) 'Computational red teaming: past, present and future', Computational Intelligence Magazine, IEEE, February, Vol. 6, No. 1, pp.30-42.
2. Abbott, P., Wallace, C. and Beck, M. (2006) 'Chernobyl: living with risk and uncertainty', Health, Risk & Society, Vol. 8, No. 2, pp.105-121. (Pubitemid 43832429)
3. Ahuja, R.K., Magnanti, T.L. and Orlin, J.B. (1993) Network Flows: Theory, Algorithms, and Applications, Prentice Hall, Englewood Cliffs, NJ.
4. Au, S-K. and Beck, J.L. (2001) Estimation of Small Failure Probabilities in High Dimensions by Subset Simulation.
5. Bell, J.E., Griffis, S.E., Cunningham, W.A. and Eberlan, J.A. (2011) 'Location optimization of strategic alert sites for homeland defense', Omega, Vol. 39, No. 5, pp.151-158.
6. Blockley, D.I. and Godfrey, P. (2000) Do it Differently: Systems for Rethinking Construction, Thomas Telford, London.
7. Bonabeau, E., Dorigo, M. and Theraulaz, G. (1999) Swarm Intelligence: From Natural to Artificial Systems, Oxford University Press, Inc., New York, NY, USA.
8. Caprara, A., Fischetti, M. and Toth, P. (1998) 'Algorithms for the set covering problem', Annals of Operations Research, Vol. 98, No. 1, p.2000.
9. Chang, Y-H. (2010) 'Adopting co-evolution and constraint-satisfaction concept on genetic algorithms to solve supply chain network design problems', Expert Syst. Appl., October, Vol. 37, No. 10, pp.6919-6930.
10. Checkland, P.B. (1981) Systems Thinking, Systems Practice, John Wiley and Sons, Chichester, UK.
11. Chu, S-C., Roddick, J.F. and Pan, J.S. (2002) Efficient k-medoids Algorithms using Multi-centroids with Multi-runs Sampling Scheme.
12. Coello, C.A., Lamont, G.B. and Van Veldhuizen, D.A. (2006) Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation), Springer-Verlag New York, Inc., Secaucus, NJ, USA.
13. Eckerman, I. (2005) The Bhopal Saga-Causes and Consequences of the World's Largest Industrial Disaster, Universities Press, India.
14. Filippone, M., Camastra, F., Masulli, F. and Rovetta, S. (2008) 'A survey of kernel and spectral methods for clustering', Pattern Recognition, January, Vol. 41, No. 1, pp.176-190. (Pubitemid 47284212)
15. Gómez, C., Sánchez-Silva, M., Duenas-Osorio, L. and Rosowsky, D. (2011) 'Hierarchical representation of infrastructure systems for risk-based decision-making', Structure and Infrastructure Engineering, pp.1-15.
16. Gondzio, J. and Sarkissian, R. (1997) 'Column generation with a primal-dual method', Technical report.
17. Huang, C-M., Chan, E. and Hyder, A.A. (2010) 'Web 2.0 and internet social networking: a new tool for disaster management? - Lessons from Taiwan', BMC Medical Informatics and Decision Making, Vol. 10, No. 1, p.57.
18. Hurtado, J.E. (2004) Structural Reliability: Statistical Learning Perspectives (Lecture Notes in Applied and Computational Mechanics), 1st ed., June, Springer-Verlag, Berlin/Heidelberg.
19. Khan, S.U. (2003) 'Passive optical network layout in Manhattan', Photonics Technology Letters, IEEE, October, Vol. 15, No. 10, pp.1488-1490.
20. Khanban, A.A., Edalat, A. and Lieutier, A. (2002) 'Computability of partial Delaunay triangulation and Voronoi diagram [extended abstract]', Electronic Notes in Theoretical Computer Science, Vol. 66, No. 1, pp.91-103, CCA 2002, Computability and Complexity in Analysis (ICALP 2002 Satellite Workshop).
21. Lee, K.Y. and El-Sharkawi, M.A. (2008) Modern Heuristic Optimization Techniques: Theory and Applications to Power Systems, Wiley-IEEE Press, Hoboken, New Jersey.
22. Levi, R. and Shmoys, D.B. (2004) 'LP-based approximation algorithms for capacitated facility location', in Proceedings of the 5th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp.206-218, ACM Press.
23. Luenberger, D. (2003) Linear and Nonlinear Programming, 2nd ed., Springer, New York.
24. Martin, R.K., Sweeney, D.J. and Doherty, M.E. (1985) 'The reduced cost branch and bound algorithm for mixed integer programming', Computers Operations Research, Vol. 12, No. 2, pp.139-149.
25. Peng, Y., Zou, Z., Guo, X., Yang, M. and Chen, J. (2010) 'Research on the emergency resource allocation and scheduling model under unconventional social emergency', Second International Workshop on Education Technology and Computer Science.
26. Reeves, C.R. (Ed.) (1993) Modern Heuristic Techniques for Combinatorial Problems, John Wiley & Sons, Inc., New York, NY, USA.
27. Scholkopf, B., Smola, A.J. and Muller, K.R. (1998) 'Nonlinear component analysis as a kernel eigenvalue problem', Neural Comput., Vol. 10, pp.1299-1319. (Pubitemid 128463674)
28. Tarjan, R. (1983) Data Structures and Network Algorithms, Society for Industrial and Applied Mathematics, Philadelphia, Pennsylvania.
29. Vanderbeck, F. and Savelsbergh, M.W.P. (2006) 'A generic view of Dantzig-Wolfe decomposition in mixed integer programming', Operations Research Letters, Vol. 34, No. 3, pp.296-306. (Pubitemid 43242946)
30. Vijayan Iyer, G. and Mastorakis, N.E. (2006) 'Important elements of disaster management and mitigation and design and development of a software tool', in Proceedings of the 7th WSEAS International Conference on Mathematics & Computers in Business & Economics, pp.102-121, World Scientific and Engineering Academy and Society (WSEAS), Stevens Point, Wisconsin, USA.
31. Watts, D.J. (2004) 'The new science of networks', Annual Review of Sociology, Vol. 30, No. 1, pp.243-270.
32. Xu, R. and Wunsch, D. (2005) 'Survey of clustering algorithms', IEEE Transactions on Neural Networks, Vol. 16, No. 3, pp.645-678. (Pubitemid 40718010)
33. Xu, R. and Wunsch, D. (2008) Clustering, Wiley-IEEE Press, Hoboken, New Jersey.
34. Zhou, J. and Beard, C. (2010) 'Balancing competing resource allocation demands in a public cellular network that supports emergency services', IEEE Journal on Selected Areas in Communications, June, Vol. 28, pp.644-652.