基于仿真大数据的体系分析方法研究
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摘要
利用大型仿真系统开展的战争推演与探索性仿真,会产生海量的仿真数据。这些数据蕴含着丰富的战争复杂性规律,是用于研究战争复杂性机理的宝藏。在给出仿真大数据定义的基础上提出了基于仿真大数据的分析框架,包括仿真环境与数据规划、大数据采集存储和分析挖掘3个层次,并简要介绍了仿真数据规划和体系分析挖掘层中的基于超网络的数据分析方法。
Wargaming and exploratory simulation with large-scale simulation systems produce massive simulation data. These data contain many complexity patterns of war, and are significant samples for studying the mechanism of war. Based on the definition of simulation big data, an analysis framework based on simulation big data is proposed, which is divided into three levels: simulation environment and data planning, big data acquisition and storage, and analysis and mining. The simulation data planning and analysis and mining are briefly introduced.
Wargaming and exploratory simulation with large-scale simulation systems produce massive simulation data. These data contain many complexity patterns of war, and are significant samples for studying the mechanism of war. Based on the definition of simulation big data, an analysis framework based on simulation big data is proposed, which is divided into three levels: simulation environment and data planning, big data acquisition and storage, and analysis and mining. The simulation data planning and analysis and mining are briefly introduced.
引文
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[3]Youngwoo Lee,Taesik Lee.Network-based Metric for measuring Combat Effectiveness[J].Defense Science Journal(S0011-748X),2014,64(2):115-122.
[4]Youngwoo Lee,Taesik Lee.A measure to assess combat effectiveness using network representation[C]//Abdolreza Abhari,Agostino G.Bruzzone.Proceedings of2013 Summer Simulation Multiconference,Toronto,Ontario,Canada,2013:65-71.
[5]王鸿洁,郭晶,李学军.网络化作战C2系统建模与仿真研究[J].系统仿真学报,2007,19(9):1897-1901.Wang H J.,Guo J,Li X J,et al.Research of C2 system modeling and simulation in NCO[J].Journal of System Simulation,2007,19(9):1897-1901.
[6]刘忠,刘俊杰,程光权.基于超网络的作战体系建模方法[J].指挥控制与仿真,2013,35(3):1-5.Liu Z,Liu J J,Cheng G Q.Operation System of Systems Modeling Based on Super Network[J].Command Control&Simulation,2013,35(3):1-5.
[7]Ann Wong-Jiru.Graph Theoretical Analysis Of Network Centric Operations Using Multi-Layer Models[D].Ohio Dayton:Air Force Institute of Technology,2006.
[8]朱江,刘大伟,李翼鹏.作战超网络多Agent模型[J].计算机科学,2012,39(7):44-47.HU Jiang,LIU Dawei,LI Yipeng.Combat Super Network Multi Agent Model[J].Computer Science,2012,39(7):44-47.
[9]石福丽,朱一凡.基于超网络理论的军事通信网络复杂性度量方法[J].通信学报,2011,32(12):51-59.Shi F L,Zhu Y F.Measuring the complexity of military communication network based on supernetwork theory[J].Journal on Communications,2011,32(12):51-59.
[10]刘洋.基于兵棋演习数据的作战体系分析方法研究[D].北京:国防大学,2013.Liu Y.Research on Analysis Method of Combat System Based on Wargames Exercise Data[D].Beijing:NDU of PLA,2013.
[11]王飞,司光亚,荣明,等.武器装备体系的异质超网络模型[J].系统工程与电子技术,2015,37(9):2052-2060.WANG F,SI G Y,RONG M,et al.Research on network-of-networks model of armament system-of-systems[J].Systems Engineering and Electronics,2015,37(9):2052-2060.
[12]肖滨,黄文斌,陆铭华.作战仿真实验的研究与实践[J].军事运筹与系统工程,2010,24(1):28-33.XIAO B,HUANG W B,LU M H.Research and Practice on Warfighting Experimentation[J].Military Operations Research and Systems Engineering,2010,24(1):28-33.
[13]张最良,李露阳.军事战略运筹分析方法研究的几个重要方向[J].军事运筹与系统工程,2008,22(2):3-8.ZHANG Z L,LI L Y.Several Important Directions in the Research of Military Strategic Operation Analysis Methods[J].Military Operations Research and Systems Engineering,2008,22(2):3-8.
[14]胡钢锋,李德毅,陈桂生,等.一种网络化数据挖掘方法研究[J].微电子学与计算机,2006,23(9):126-128.Hu Gangfeng,Li Deyi,Chen Gguisheng,et al.Study on Networked Data Mining[J].Microelectronics&Computer,2006,23(9):126-128.