自适应烟花算法在重型装备装载中的应用
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中北大学 计算机与控制工程学院,中北大学 计算机与控制工程学院,中北大学 计算机与控制工程学院,中北大学 机电工程学院

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TP391.9

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航空科学基金(No. 20132910001); 中北大学科学基金资助项目。


Application of Adaptive Algorithm of Fireworksin the Heavy Equipment Loading
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School of Computer and Control Engineering,North University of China,School of Computer and Control Engineering,North University of China,

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    摘要:

    为了解决大型运输机装载重型装备装载方案的制定优化的问题,本文构建了考虑运输机重量、运输机的载重量、运输机的重心、机舱容积、系留等现实约束的装载方案数学模型,采用了一种对爆炸半径可以进行自适应处理的烟花算法(fireworks algorithm)对重型装备装载方法进行优化;为了让军用重型装备的装载过程直观明了,以Unity3D游戏引擎设计了一个军事空运重装装载方案制定的视景仿真系统;最后,将自适应的烟花算法和视景仿真系统运用到一个重装装载案例中得出的结果分析表明:该烟花算法为大型运输机装载重型装备的装载方案制定选择提供了一个新的科学的决策方法、理论基础和实践方法,同时利用Unity3D游戏引擎设计的重装装载的视景仿真系统使军事空运装载问题由数据证实到过程可视化,清楚合理的再现最优重装装载方案的选择过程,使军事空运装载问题由理论上升到实践。

    Abstract:

    In order to solve the problem of large cargo loading military airlift heavy equipment plan formulation, This article constructed a loading scheme of mathematical model that considering many realistic constraints such as aircraft weight, transport capacity, transport aircraft"s center of gravity, cabin volume and mooring; Adopt a adaptive processing can be performed to the blast radius of fireworks algorithm(fireworks algorithm); Based on Unity3D game engine to design a military airlift heavy loading plan formulation of visual simulation system in order to make military heavy equipment loading process more intuitive and clear. In the end, and the adaptive algorithm of fireworks and the visual simulation system applied to a heavy equipment loading, and obtained the results in the case show that: the fireworks algorithm provides a new scientific decision-making method 、theoretical basis and practice method for loading scheme selection of the large transport aircraft loading heavy equipment;At the same time, the Unity3D game engine is used to design heavy loading of the visual simulation system that making the military airlift loading problem from data confirmed to process visualization, and clear and reasonable reproduce selection process of optimal heavy loading scheme, the military airlift loading from theoretical to practice.

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引用本文

陈璇,樊永生,余红英,等. 自适应烟花算法在重型装备装载中的应用[J]. 科学技术与工程, 2016, 16(25): .
CHEN Xuan, FAN Yongsheng, YU Hongying, et al. Application of Adaptive Algorithm of Fireworksin the Heavy Equipment Loading[J]. Science Technology and Engineering,2016,16(25).

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历史
  • 收稿日期:2016-04-09
  • 最后修改日期:2016-08-20
  • 录用日期:2016-05-25
  • 在线发布日期: 2016-09-09
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