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Aircraft Allocation System in Air Transportation Network by Mixed-Integer Programming
Wai Nwe Tun,KyeongBin Lee(이경빈),Sangho Kim(김상호),JaeWoo Lee(이재우),SeungHyeog Nah(나승혁) 한국항공우주학회 2015 한국항공우주학회 학술발표회 논문집 Vol.2015 No.11
In this paper, we present how different types of aircrafts are allocated effectively in an air transportation network, giving a guarantee that cargo demands are satisfied and optimizing to minimize transportation cost. The transportation network is mainly based on thirteen Korean airports, resulting to an undirected network with eighteen routes. Basically, nine aircraft models with different aspects are randomly selected and these aircrafts are allocated on each route using mixed-integer linear programming (MIP) genetic algorithm and mixed-integer linear programming method (MILP) supported by Matlab. Evaluations of these two methods are briefly illustrated by providing sensitivity analysis. Validation of the two solvers is performed using a simple mathematical problem.