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基于改进层次聚类法的指挥控制资源部署 被引量：12

Command and control resource deployment based on improved hierarchical clustering method
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摘要 以网络化作战战场资源部署为研究背景,对战术指挥控制资源部署问题进行了描述。以决策实体工作负载的均方根最小为目标函数,建立了指挥控制资源部署问题的数学模型,提出了基于改进层次聚类法的指挥控制资源部署算法。该算法以作战任务-平台资源的分配结果为输入信息,对可部署决策实体数目范围设定、决策实体合并项选择和决策实体能力约束判定进行了改进,着重分析了每一层聚类的N-best备选策略和决策实体合并项选择方法。通过一个作战想定,分别从目标函数值、搜索空间大小两个方面对本算法和其他算法进行了比较。 Based on the research background of networked operation battlefield resource deployment,the tactical command and control resource deployment problem is described.The minimum of the root mean-square of the decision-making entities' workloads is taken as the objective function,a mathematical model is set up.Then,an algorithm based on the improved hierarchical clustering is presented.With the input information of task-platform assignment results,the hierarchical clustering method is improved with three aspects: the setting of the number range of decision-making entities,the selection method of combination items from current decision-making entities,and the assessment of the decision-making entities' capability restrictions.In each layer clustering,the N-best standby strategy and the combination item selection method are analyzed detailedly.Based on an operational scenario,the performances of the proposed algorithm are compared with other algorithms.
作者 周翔翔 姚佩阳 王欣
机构地区 空军工程大学电讯工程学院
出处 《系统工程与电子技术》 EI CSCD 北大核心 2012年第3期523-528,共6页 Systems Engineering and Electronics
基金 国家高技术研究发展计划(863计划)(2010AAJ146) 空军工程大学研究生科技创新专项计划(Dx2010307)资助课题
关键词 指挥控制资源 决策实体 层次聚类 N-best备选策略 command and control resource decision-making entity hierarchical clustering N-best standby strategy
分类号 E919 [军事] C394 [社会学]
  • 相关文献

参考文献12

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二级参考文献13

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共引文献9

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引证文献12

二级引证文献46

系统工程与电子技术
2012年 第3期

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