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Planning for target system striking based on Markov decision process

机译:基于马尔可夫决策过程的目标系统引人注目规划

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Planning for targets selection and striking is an important part during the military decision process. In this paper, as to optimize the striking process against the military target system, in which there are relationships between different targets and each target having the capability to recover from the damage, the structure and the recovering mechanism of the target system is modeled. In order to generate a multi-phase striking planning which can destroy the target system efficiently, the Markov Decision Process based planning method is proposed, and a heuristic is calculated to reduce the search space of the problem. Efficiency of the model is showed by a case, which shows that commander can raise their decision efficiency by this method.
机译:规划目标选择和引人注目是军事决策过程中的重要组成部分。在本文中,为了优化对军事目标系统的罢工过程,其中不同的目标与具有从损坏的能力,结构和恢复机制的能力之间进行建模的关系。为了产生可以有效地破坏目标系统的多相醒目规划,提出了基于马尔可夫决策过程的规划方法,并计算出启发式以减少问题的搜索空间。该模型的效率被案例展示,这表明指挥官可以通过这种方法提高他们的决策效率。

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