System Analysis Method Based on Simulation Big Data

doi:10.16182/j.issn1004731x.joss.18-FZ0517

Abstract

Abstract: 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.

Key words: big data, weapons and equipment system of systems, complexity mechanism, effectiveness evaluation

CLC Number:

TP391.9

Si Guangya, Wang Fei, Liu Yang. System Analysis Method Based on Simulation Big Data[J]. Journal of System Simulation, 2019, 31(3): 511-519.

References

[1] Cares J.Distributed networked operations: The foundations of network centric warfare[M]. USA: IUniverse, 2006.
[2] Sean Deller, Michael I Bell, Shannon R Bowling, et al.Applying the Information Age Combat Model: Quantitative Analysis of Network Centric Operations[J]. The International C2 Journal(S1938-6044), 2009, 3(1): 1-25.
[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 of 2013 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.

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