| 贝叶斯网络仿真元模型及其在装备战场损伤仿真中的应用研究 |
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| 引用本文： | 王广彦,贾希胜,刘伟,胡起伟. 贝叶斯网络仿真元模型及其在装备战场损伤仿真中的应用研究[J]. 数学的实践与认识, 2010, 40(8) |
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| 作者姓名： | 王广彦 贾希胜 刘伟 胡起伟 |
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| 作者单位： | 军械工程学院,装备指挥与管理系,河北,石家庄,050003 |
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| 摘 要： | 结合装备战场损伤仿真系统,研究了贝叶斯网络仿真元模型的构建方法.从条件概率角度描述了仿真模型输入参数与输出参数之间的映射关系,研究了构建贝叶斯网络仿真元模型的可行性,分析了贝叶斯网络仿真元模型的优点;研究了贝叶斯网络仿真元模型构建过程中的关键问题,包括:元模型参数的确定、原始模型参数向贝叶斯网络节点的转化、联结强度的计算、衍生元模型的构建;针对不完全信息条件下装备战场损伤快速定位问题,研究了基于K2算法的贝叶斯网络仿真元模型构建方法;构建了某型高炮的战场损伤贝叶斯网络仿真元模型.
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| 关 键 词： | 装备 仿真 元模型 原始模型 贝叶斯网络 战场损伤 |
The Study of Simulation Metamodel Based on Bayesian Network and Its Application in Equipment Battlefield Damage Simulation |
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| WANG Guang-yan,JIA Xi-sheng,LIU Wei,HU Qi-wei. The Study of Simulation Metamodel Based on Bayesian Network and Its Application in Equipment Battlefield Damage Simulation[J]. Mathematics in Practice and Theory, 2010, 40(8) |
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| Authors: | WANG Guang-yan JIA Xi-sheng LIU Wei HU Qi-wei |
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| Affiliation: | WANG Guang-yan,JIA Xi-sheng,LIU Wei,HU Qi-wei (Department of Equipment Comm, , Management,Ordnance Engineering College,Shijiazhuang 050003,China) |
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| Abstract: | The construction method of simulation metamodel based on Bayesian network is studied for the equipment battlefield damage simulation system.The mapping relation between input parameters and output parameters of simulation model is described from the position of condition probability,the feasibility of construction of metamodel based on Bayesian network is studied,the merits of metamodel based on Bayesian network are analyzed.The key problems are studied in the process of construction of metamodel based on B... |
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| Keywords: | equipment simulation original model metamodel bayesian network battlefield damage |
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