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Multi-level operational C2 architecture modeling via hierarchically structured semi-Markov decision processes

机译:多级操作C 2 架构通过分层结构的半Markov决策过程建模

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This paper presents a multi-level operational command and control (C2) architecture that is applicable to the Navy's maritime operations centers (MOCs) for assessing, planning and executing multiple missions and tasks across a range of military operations. The control architecture consists of three levels: strategic level control (SLC), operational level control (OLC) and tactical level control (TLC). In addition to coordination within each level, two specific coordination layers are identified at the strategic-operational level control (SLC-OLC) and at the operational-tactical level control (OLC-TLC) interfaces. We employ a semi-Markov decision process (SMDP) approach at the SLC-OLC interface layer to optimize DIME (diplomatic, information, military and economic) actions based on national resource priorities. A distributed SMDP approach is applied to action-goal attainment (AGA) graphs at the OLC-TLC interface layer to address the mission monitoring/planning issues and to optimize the courses of action based on the outcomes of asset-task allocation at the TLC. The optimization of a hierarchy of SMDPs is accomplished by exchanging performance and mission priority information through the interface layers. Specifically, the times between decision epochs at the SLC-OLC layer are determined by the mission completion times at the OLC-TLC layer, while the mission priorities (weights) to be used in mission planning at the OLC-TLC layer are determined by DIME actions at the SLC-OLC layer. In short, we model the hierarchical decision making process by exchanging the outcomes of SMDPs between the SLC-OLC and the OLC-TLC layers to find the best courses of actions for a range of military operations.
机译:本文介绍了多级运营指令和控制(C 2 )架构,适用于海军的海事运营中心(MOC),用于评估,规划和执行各种军队的多个任务和任务操作。控制架构由三个级别组成:战略电平控制(SLC),运营级别控制(OLC)和战术电平控制(TLC)。除了在每个级别内的协调之外,在战略运算水平控制(SLC-OLC)和操作 - 战术水平控制(OLC-TLC)接口处识别了两个特定的协调层。我们在SLC-OLC接口层采用半马尔可夫决策过程(SMDP)方法,以优化基于国家资源优先事项的角钱(外交,信息,军事和经济)行动。分布式SMDP方法应用于OLC-TLC接口层的动作目标达到(AGA)图表,以解决任务监测/规划问题,并根据TLC的资产任务分配结果优化行动方案。 SMDP的层次结构的优化是通过通过接口层交换性能和任务优先级信息来实现的。具体地,SLC-OLC层的判定时代之间的时间由OLC-TLC层的任务完成时间确定,而在OLC-TLC层的任务规划中使用的任务优先级(重量)由DIME确定SLC-OLC层的动作。简而言之,我们通过在SLC-OLC和OLC-TLC层之间交换SMDP的结果来模拟分层决策过程,以找到一系列军事行动的最佳行动课程。

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