基于遗传算法的机票预订终端开/闭决策系统

Airline Booking Terminal OPEN/CLOSE Decision System Based on Gennetic Application

收益管理已在许多领域得到了新的应用,在航空业尤为突出。为了最大限度地提高航空公司的收益,本文提出了基于遗传算法的机票预订和运输终端开/闭决策优化系统。在这个系统中,可以观测到特定预订终端的历史数据,其频率随着对预定的语言变量和偏差的解读而变化,利用观测数据和遗传算法对终端开/闭决策系统进行优化。最后,运用真实数据进行的实验结果表明,该系统前景广阔。

Revenue management has been applied in many areas,particularly in the airline industry.In order to maximize the airline＇s income,this paper presents a genetic algorithm based on the ticket reservation and transportation terminal open/closed decision optimization system.In this system,a particular book terminal of historical data can be observed,the frequency with to predetermined language variables and deviation of the interpretation and change.Meanwhile,this paper uses observation data and genetic algorithm to decide the open/closed decision system optimization.Finally,the real data in the experiment results show that this system has wide prospect.