Abstract
Emergency planning operations are one of the key aspects of Disaster Operations Management (DOM) [1]. This work presents a scenario-based location-allocation-routing model to optimize evacuation planning decisions, including where to establish shelter sites and which routes to arrange to reach them, across different network disruption scenarios. The model considers both supported-evacuation and self-evacuation. The objective is to minimize the duration of the supported-evacuation while guaranteeing that the routes of self-evacuees do not exceed a given traveling time threshold. Both shelter location and routing decisions are optimized so as to identify solutions which perform well across different disruption scenarios. A mathematical formulation of this model is provided, which can be solved through a general-purpose solver optimization package for modest size instances. Some computational results are reported.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Altay, N., Green, W.G.: OR/MS research in disaster operations management. Eur. J. Oper. Res. 175(1), 475–493 (2006)
Bayram, V., Tanselm, B.Ç., Yaman, H.: Compromising system and user interests in shelter location and evacuation planning. Transport. Res. B-Meth. 72, 146–163 (2015)
Bish, D.R.: Planning for a bus-based evacuation. OR Spectr. 33(3), 629–654 (2011)
Brachman, M., Church, R.: Planning for Disaster: A Review of the Literature With a Focus on Transportation Related Issues (First report). Geotrans Laboratory, UCSB, Santa Barbara CA (2009)
Chen, Z., Chen, X., Li, Q., Chen, J.: The temporal hierarchy of shelters: a hierarchical location model for earthquake-shelter planning. Int. J. Geogr. Inf. Sci. 27(8), 1612–1630 (2013)
Cova, T.J., Johnson, J.P.: A network flow model for lane-based evacuation routing. Transport. Res. A-Pol. 37(7), 579–604 (2003)
Gama, M., Santos, B.F., Scaparra, M.P.: A multi-period shelter location-allocation model with evacuation orders for flood disasters. EURO J. Comput. Opt. 4(3–4), 299–323 (2016)
Goerigk, M., Grün, B., Heßler, P.: Branch and bound algorithms for the bus evacuation problem. Comput. Oper. Res. 40(12), 3010–3020 (2013)
Goerigk, M., Deghdak, K., Heßler, P.: A comprehensive evacuation planning model and genetic solution algorithm. Transport. Res. E-Log. 71, 82–97 (2014)
Goerigk, M., Grün, B.: A robust bus evacuation model with delayed scenario information. OR Spectr. 36(4), 923–948 (2014)
Goerigk, M., Grün, B., Heßler, P.: Combining bus evacuation with location decisions: a branch-and-price approach. Transport. Res. Procedia 2, 783–791 (2014)
Goerigk, M., Deghdak, K., T’Kindt, V.: A two-stage robustness approach to evacuation planning with buses. Transport. Res. B-Meth. 78, 66–82 (2015)
Guha-Sapir, D., Below, R., Hoyois, P.: EM-DAT: The CRED/OFDA International Disaster Database—Université Catholique de Louvain—Brussels—Belgium. http://www.emdat.be
Heßler, P., Hamacher, H.W.: Sink location to find optimal shelters in evacuation planning. EURO J. Comput. Opt. 4(3–4), 325–347 (2016)
Kongsomsaksakul, S., Yang, C., Chen, A.: Shelter location-allocation model for flood evacuation planning. J. East. Asia Soc. Transport. Stud. 6, 4237–4252 (2005)
Li, A.C., Nozick, L., Xu, N., Davidson, R.: Shelter location and transportation planning under hurricane conditions. Transport. Res. E-Log. 48(4), 715–729 (2012)
Murray-Tuite, P., Wolshon, B.: Evacuation transportation modeling: an overview of research, development, and practice. Transport. Res. C-Emer. 27, 25–45 (2013)
Özdamar, L., Ertem, M.A.: Models, solutions and enabling technologies in humanitarian logistics. Eur. J. Oper. Res. 244(1), 55–65 (2015)
Van Wassenhove, L.N.: Humanitarian aid logistics: supply chain management in high gear. J. Oper. Res. Soc. 57(5), 475–489 (2006)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Esposito Amideo, A., Scaparra, M.P. (2017). A Scenario Planning Approach for Shelter Location and Evacuation Routing. In: Sforza, A., Sterle, C. (eds) Optimization and Decision Science: Methodologies and Applications. ODS 2017. Springer Proceedings in Mathematics & Statistics, vol 217. Springer, Cham. https://doi.org/10.1007/978-3-319-67308-0_57
Download citation
DOI: https://doi.org/10.1007/978-3-319-67308-0_57
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-67307-3
Online ISBN: 978-3-319-67308-0
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)