Research on the Issues of Next Generation Wargame System Model Engine

doi:10.16182/j.issn1004731x.joss.21-0735

Abstract

Abstract: Aiming at the more and more complex war systems, widely used artificial intelligence technology is needed to make up the human deficiencies in future wargame deduction, which is necessary for the next generation wargame system model engine. To address these challenges, a framework prototype of the next generation wargame model engine based on the experience of the long-term development and application is proposed. The decoupling method for the complexity of structure and computation is researched. The human-computer integration architecture on digital twinning technology is studied. Some new modeling techniques which the threshold of model development is reduced and the efficiency is improved are explored. The engine mechanism is provided to support the machine learning, and to achieve the integrated design for distributed hardware environment.

Key words: wargames, warfare simulation, model engine, AI

CLC Number:

TP391.9

Tang Yubo, Shen Bilong, Shi Lei, Yi Xing. Research on the Issues of Next Generation Wargame System Model Engine[J]. Journal of System Simulation, 2021, 33(9): 2025-2036.

References

[1] 胡晓峰. 战争科学论:认识和理解战争的科学基础与思维方法[M]. 北京: 科学出版社, 2018.
Hu Xiaofeng.Theory of War Science: Recognize and Understand the Scientific Basis and Thinking Methods of War [M]. Beijing: Science Press, 2018.
[2] 胡晓峰. 战争工程:走向信息时代的战争方法学[J]. 国防科技, 2007(1): 18-25.
Hu Xiaofeng.On War System Engineering:Methodology towards Information Age's War[J]. National Defense Technology, 2007(1): 18-25.
[3] 胡晓峰, 司光亚, 吴琳, 等. 战争模拟原理与系统[M]. 北京: 国防大学出版社, 2009.
Hu Xiaofeng, Si Guangya, Wu Lin, et al.War Gaming & Simulation Principle and System [M]. Beijing: National Defense University Press, 2009.
[4] 胡晓峰, 杨镜宇, 张明智, 等. 战争复杂体系能力分析与评估研究[M]. 北京: 科学出版社, 2019.
Hu Xiaofeng, Yang Jingyu, Zhang Mingzhi, et al.Research on Capability Analysis and Evaluation of War Complex System [M]. Beijing: Science Press, 2019.
[5] 胡晓峰, 司光亚, 罗批, 等. 战争复杂系统与战争模拟研究[J]. 系统仿真学报, 2005, 17(11): 2769-2774.
Hu Xiaofeng, Si Guangya, Luo Pi, et al.Study on War Complex System and War Gaming & Simulation[J]. Journal of System Simulation, 2005, 17(11): 2769-2774.
[6] 司光亚, 胡晓峰, 王艳正. 新型作战空间建模仿真实践与体会[J]. 军事运筹与系统工程, 2014, 28(4): 5-10.
Si Guangya, Hu Xiaofeng, Wang Yanzheng.Simulation Practice and Experience of New Combat Space Modeling[J]. Military Operations and Systems Engineering, 2014, 28(4): 5-10.
[7] 刘海洋, 唐宇波, 胡晓峰, 等. 面向联合作战评估的兵棋推演实验研究[J]. 指挥与控制学报, 2018, 4(4): 272-280.
Liu Haiyang, Tang Yubo, Hu Xiaofeng, et al.Wargaming Experiment Oriented Evaluation of Joint Operations[J]. Journal of Command and Control, 2018, 4(4): 272-280.
[8] 刘兆鹏, 司光亚, 唐宇波, 等. 联合作战资源调度模型研究[J]. 科技导报, 2019, 37(13): 23-31.
Liu Zhaopeng, Si Guangya, Tang Yubo, et al.A Joint Operation Resource Scheduling Model by Way of Genetic Fuzzy Network[J]. Science & Technology Review, 2019, 37(13): 23-31.
[9] 司光亚, 王艳正, 李仁见, 等. 指挥控制体系网络化建模研究与实践[J]. 指挥与控制学报, 2015, 1(1): 19-24.
Si Guangya, Wang Yanzheng, Li Renjian, et al.Modeling C2 System-of-systems Based on Networks[J]. Journal of Command and Control, 2015, 1(1): 19-24.
[10] Gowanlock M.Hybrid KNN-join: Parallel Nearest Neighbor Searches Exploiting CPU and GPU Architectural Features[J]. Journal of Parallel and Distributed Computing (S0743-7315), 2021, 149(3): 119-137.
[11] Qi J, Tao Y, Chang Y, et al. Packing R-trees with Space-filling Curves: Theoretical Optimality, Empirical Efficiency,Bulk-loading Parallelizability[J]. ACM Trans. Database Syst. (S0362-5915), 2020, 45(3): No.14.
[12] Zhu Q, Cheng H, Huang X.I/O-efficient Algorithms for Top-k Nearest Keyword Search in Massive Graphs[J]. The VLDB Journal (S1066-8888), 2017, 26(4): 563-583.
[13] Shen B, Zhao Y, Li G, et al.V-Tree: Efficient kNN Search on Moving Objects with Road-Network Constraints[C]// 2017 IEEE 33rd International Conference on Data Engineering (ICDE), San Diego, CA, USA: IEEE, 2017: 609-620.
[14] 胡晓峰. 军事仿真:概念、现状与发展[J]. 测控技术, 2000, 19(7): 1-4, 11.
Hu Xiaofeng.Introduction and Survey of Military Simulation[J]. Measurement & Control Technology, 2000, 19(7): 1-4, 11.
[15] 刘常昱, 胡晓峰, 司光亚, 等. 基于小世界网络的舆论传播模型研究[J]. 系统仿真学报, 2006, 18(12): 3608-3610.
Liu Changyu, Hu Xiaofeng, Si Guangya, et al.Public Opinion Propagation Model Based on Small World Networks[J]. Journal of System Simulation, 2006, 18(12): 3608-3610.
[16] 刘兆鹏, 司光亚, 柳少军, 等. 面向仿真推演的异构系统互操作方法[J]. 指挥与控制学报, 2019, 5(1): 18-24.
Liu Zhaopeng, Si Guangya, Liu Shaojun, et al.Interoperation Method of Heterogeneous Systems for Simulation Deduction[J]. Journal of Command and Control, 2019, 5(1): 18-24.
[17] 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 Fei, Si Guangya, Rong Ming, et al.Research on Network-of-networks Model of Armament System-of-systems[J]. Systems Engineering and Electronics, 2015, 37(9): 2052-2060.
[18] 张阳, 王艳正, 司光亚. 集群式电子战无人机的OODA作战环分析与建模[J]. 火力与指挥控制, 2018, 43(8): 31-36.
Zhang Yang, Wang Yanzheng, Si Guangya.Analysis and Modeling of OODA Circle of Electronic Warfare Group UAV[J]. Fire Control & Command Control, 2018, 43(8): 31-36.
[19] 孙竞, 余宏亮, 郑纬民. 支持分布式存储删冗的相似文件元数据集合索引[J]. 计算机研究与发展, 2013, 50(1): 197-205.
Sun Jing, Yu Hongliang, Zheng Weimin.Index of Meta-Data Set of the Similar Files for Inline De-Duplication in Distributed Storage Systems[J]. Journal of Computer Research and Development, 2013, 50(1): 197-205.
[20] Shen B, Liang X, Ouyang Y, et al.StepDeep: A Novel Spatial-temporal Mobility Event Prediction Framework based on Deep Neural Network[C]//24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, New York, NY, USA: Association for Computing Machinery, 2018: 724-733.