异构多无人机作战系统下的任务分配建模与求解
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北方信息控制研究院集团有限公司

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E917

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装发武器装备预研基金资助项目(315157103);陆装22B56项目(PU52235040)。


Modeling and Solution of Task Allocation in Heterogeneous Multi UAV Combat Systems
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    摘要:

    针对由异构多无人平台组成的无人作战系统任务分配难的问题,重点解决了任务分配数学模型的构建。首先对该系统的作战场景、作战能力进行分析;然后从目标、任务、无人机、战场环境等方面进行了数学定义,并给出对应的数学模型函数;最后给出系统任务分配求解的优化目标函数和约束条件,并采用粒子群优化算法对基于该任务分配模型构建的实例进行求解,计算结果验证了所构建任务分配模型的合理性。

    Abstract:

    The problem of difficult task allocation in unmanned combat systems composed of heterogeneous multi unmanned platforms has been addressed by focusing on the construction of a mathematical model for task allocation. Firstly, analyze the operational scenarios and capabilities of the modified system; Then, mathematical definitions were given from aspects such as goals, tasks, unmanned platforms, and battlefield environments, and corresponding mathematical model functions were provided; Finally, the optimization objective function and constraints for system task allocation were provided, and the particle swarm optimization algorithm was used to solve the instance constructed based on the task allocation model. The calculation results verified the rationality of the task allocation model construction.

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  • 收稿日期:2024-09-15
  • 最后修改日期:2024-10-31
  • 录用日期:2024-11-21
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