Strategic evacuation planning with pedestrian guidance and bus routing: a mixed integer programming model and heuristic solution |
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| Authors: | Mojtaba Heydar Jie Yu Yue Liu Matthew E H Petering |
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| Affiliation: | 1. The University of Newcastle, Callaghan, NSW, Australia;2. Department of Civil and Environmental Engineering, University of Wisconsin‐Milwaukee, Milwaukee, WI, U.S.A.;3. Department of Industrial and Manufacturing Engineering, University of Wisconsin‐Milwaukee, Milwaukee, WI, U.S.A. |
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| Abstract: | This paper presents a mathematical model to plan emergencies in a densely populated urban zone where a certain numbers of pedestrians depend on transit for evacuation. The proposed model features an integrated operational framework, which simultaneously guides evacuees through urban streets and crosswalks (referred to as “the pedestrian network”) to designated pickup points (e.g., bus stops), and routes a fleet of buses at different depots to those pick‐up points and transports evacuees to their destinations or safe places. In this level, the buses are routed through the so‐called “vehicular network.” An integrated mixed integer linear program that can effectively take into account the interactions between the aforementioned two networks is formulated to find the maximal evacuation efficiency in two networks. Because the large instances of the proposed model are mathematically difficult to solve to optimality, a two‐stage heuristic is developed to solve larger instances of the model. Results from hundreds of numerical examples analysis indicate that proposed heuristic works well in providing (near) optimal or feasibly good solutions for medium‐scale to large‐scale instances that may arise in real transit‐based evacuation situations in a much shorter amount of computational time compared with cplex (can find optimal/feasible solutions for only five instances within 3 hours of running). Copyright © 2016 John Wiley & Sons, Ltd. |
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| Keywords: | evacuation mixed‐integer linear programming vehicle routing public transit system transportation |
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