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A new linear programming approach and genetic algorithm for solving airline boarding problem

机译:解决飞机登机问题的一种新的线性规划方法和遗传算法

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摘要

The airline industry is under intense competition to simultaneously increase efficiency and satisfaction for passengers and profitability and internal system benefit for itself. The boarding process is one way to achieve these objectives as it tends itself to adaptive changes. In order to increase the flying time of a plane, commercial airlines try to minimize the boarding time, which is one of the most lengthy parts of a plane's turn time. To reduce boarding time, it is thus necessary to minimize the number of interferences between passengers by controlling the order in which they get onto the plane through a boarding policy. Here, we determine the passenger boarding problem and examine the different kinds of passenger boarding strategies and boarding interferences in a single aisle aircraft. We offer a new integer linear programming approach to reduce the passenger boarding time. A genetic algorithm is used to solve this problem. Numerical results show effectiveness of the proposed algorithm.
机译:航空业正处于激烈的竞争之中,以同时提高旅客的效率和满意度,以及自身的盈利能力和内部系统收益。登机过程是实现这些目标的一种方法,因为它趋向于适应性变化。为了增加飞机的飞行时间,商业航空公司试图最小化登机时间,这是飞机转机时间最长的部分之一。为了减少登机时间,因此有必要通过控制旅客通过登机策略登上飞机的顺序来最大程度地减少旅客之间的干扰。在这里,我们确定了旅客登机问题,并研究了单通道飞机上不同种类的旅客登机策略和登机干扰。我们提供了一种新的整数线性规划方法,以减少乘客登机时间。遗传算法用于解决此问题。数值结果表明了该算法的有效性。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2012年第9期|p.4060-4072|共13页
  • 作者单位

    Department of Industrial Engineering, Mazandaran University of Science and Technology, Tabarsi Street, Babol 47166-95635, Iran;

    Department of Industrial Engineering, Mazandaran University of Science and Technology, Tabarsi Street, Babol 47166-95635, Iran;

    Faculty of Mathematical Sciences, Sharif University of Technology, Tehran, Iran;

    Department of Industrial Engineering, Allameh Mohaddes Noori Institute, Noor, Iran;

    Department of Industrial Engineering, Mazandaran University of Science and Technology, Tabarsi Street, Babol 47166-95635, Iran;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    OR in airlines; mixed integer linear programming; transportation; boarding strategy; genetic algorithm;

    机译:航空公司的OR;混合整数线性规划;运输;登机策略;遗传算法;
  • 入库时间 2022-08-18 03:00:03

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