The Open Cybernetics & Systemics Journal
2015, 9 : 62-68Published online 2015 February 26. DOI: 10.2174/1874110X01509010062
Publisher ID: TOCSJ-9-62
Research on Emergency Supplies Dispatching Problem Based on Genetic Algorithm
ABSTRACT
The Emergency Supplies Dispatching Problem, as an extension of Vehicle Routing Problem is an important subject in emergency relief. In this paper, the focus is on a specific kind of Emergency Supplies Dispatching Problem which considers the accessibility of vehicles and different vehicle types. In consideration of the actual conditions, the vehicle types may be various and some emergency locations cannot be reached by certain types of vehicles due to the destruction of roads. Therefore, the problem addressed in this paper is more practical. A mathematical model of the Emergency Supplies Dispatching Problem is built which includes multiple depots and emergency locations, multiple kinds of emergency supplies and multiple types of vehicles. Then, genetic algorithm is adopted to solve an example based on the model. The effectiveness of the model has been proven by analyzing the computational results.