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Mixed-Integer Linear Programming Model by Linear Approximation for a Strike Package-to-Target Assignment Problem

机译:混合整数线性编程模型通过线性逼近的罢工包到目标分配问题

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摘要

This study deals with an aircraft-to-target assignment (ATA) problem considering the modern air operation environment, such as the strike package concept, multiple targets for a sortie, and the strike packages’ survivability. For the ATA problem, this study introduces a novel mathematical model in which a heterogeneous vehicle routing problem (HVRP) and a weapon-to-target assignment (WTA) problem are conceptually integrated. The HVRP generates the flight routes for strike packages because this study confirms that the survivability of a strike package depends on the path, and the WTA problem evaluates the likelihood of successful target destruction of assigned weapons. Although the first version of the model is developed as a mixed-integer nonlinear programming (MINLP) model, this study attempts to convert it to a mixed-integer linear programming (MILP) model using the logarithmic transformation and piecewise linear approximation methods. For an ATA problem, this activity could provide an opportunity to use the excellent existing algorithms for searching the optimal solution of LP models. To maximize the operational effectiveness, the MILP model simultaneously determines the following for each strike package: (a) composition type, (b) targets, (c) flight route, (d) types, and (e) quantity of weapons for each target.
机译:这项研究涉及的飞机到目标分配(ATA)的问题考虑了现代航空的经营环境,如罢工包的概念,对于涉足多个目标,罢工软件包的生存能力。对于ATA问题,本研究引入了一种新的数学模型,其中一个异构车辆路径问题(HVRP)和武器到目标分配(WTA)的问题在概念集成在一起。该HVRP生成罢工包航线航班,因为这项研究证实,罢工包的生存依赖的路径,以及WTA问题评估的分配武器成功摧毁目标的可能性。虽然该模型的第一个版本被显影为混合整数非线性规划(MINLP)模型,本研究试图将其转换为一个混合整数线性使用对数变换和分段线性近似方法编程(MILP)模型。对于ATA问题,这项活动可以提供使用出色的现有算法搜索LP模式的最佳解决方案的机会。为了最大限度地提高操作效率,在MILP模型同时确定每个击包的如下:(a)组合物的类型,(b)中的目标,(c)中的飞行路线,(d)类型的,并且对于每个目标的武器(E)量。

著录项

  • 作者

    Heungseob Kim;

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  • 年度 2021
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  • 原文格式 PDF
  • 正文语种 eng
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