학술논문

Vehicle routing and scheduling for bushfire emergency evacuation
Document Type
Conference
Source
2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Industrial Engineering and Engineering Management (IEEM), 2015 IEEE International Conference on. :696-700 Dec, 2015
Subject
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
General Topics for Engineers
Power, Energy and Industry Applications
Transportation
Vehicles
Assembly
Vehicle routing
Heuristic algorithms
Routing
Vehicle dynamics
Australia
Optimisation
Vehicle Routing Problem
Time window
Bushfire
Language
Abstract
Quick response to evacuate residents within a short-notice in bushfire situation is vital, which can save lives. This translates to make a decision on selecting shelters, assigning the vehicles, finding the optimal routes, and schedules for evacuation. This study proposes a model as a decision support system that can determine the required vehicles their schedule and routes to evacuate late evacuees within the given time windows and fire propagation scenarios. Our model also considers roads availabilities and disruptions. A heuristic solution method is developed to cope with the complex nature of the Vehicle Routing Problem (VRP) based problems. To evaluate the effectiveness of the proposed model, a real case study from Australia is presented.