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Author | Disaster phase | Uncertain component | Model formulation | Solution technique |
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Sheu and Pan [55] | Response phase (centralized emergency supply network model) | — | Mixed-integer linear programming | Numerical case study on LINGO |
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Bish [97] | Preparation phase (bus-based evacuation model) | — | Mixed-integer linear programming | Heuristic algorithm |
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Bretschneider and Kimms [68] | Response phase (evacuation model) | — | Mixed-integer programming | LP-based heuristic |
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Sayyady and Eksioglu [67] | Response phase (no-notice urban evacuation model) | — | Mixed-integer linear programming | Simulation package, Dynasmart-P, Tabu search algorithm |
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Chiu and Zheng [58] | Response phase (dynamic traffic evacuation model) | — | Linear programming | Algorithm |
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Naghawi and Wolshon [57] | Response phase (citizen-assisted evacuation model) | — | TRANSIMS agent based simulation | GIS and TRANSIMS based simulation |
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Hsu and Peeta [60] | Preparation and response phase (stage-based evacuation model) | — | Mixed-integer nonlinear programming | Branch-and-bound algorithm |
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Özdamar and Yi [61] | Response phase (evacuation and logistics support model) | — | Mixed-integer programming | (Greedy neighborhood search, Path-Builder heuristic) Implemented in C++ |
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Yi and Özdamar [65] | Response phase (location-distribution model for logistics support and evacuation operations) | Occurrence of disaster | Mixed-integer linear programming | Routing algorithm |
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Najafi et al. [63] | Response phase (integrated HSC model) | Number of injured people, demand | Mixed-integer linear programming | Exact methodology |
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Kongsomsaksakul et al. [62] | Response phase (location-allocation model for flood evacuation planning) | — | Mixed-integer nonlinear programming, bilevel programming | Genetic algorithm |
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Özdamar and Demir [64] | Preparation phase (aid distribution and evacuation model) | — | Mixed-integer nonlinear programming | Multilevel clustering algorithm |
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Hsu and Peeta [59] | Response phase (information based control evacuation model) | Demand | Mixed-integer nonlinear programming | Fuzzy programming |
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