Vehicle Equipment Support Transport Net Optimization Model Based on Monte Carlo Simulation and Genetic Algorithm

doi:10.3969/j.issn.1000-1093.2016.01.018

Abstract

Abstract: The vehicle equipment support transport net is the key segment that impacts the mission completion of the military operation other than war. The tranditional method may result in the unstable results in its application in the optimization of vehicle equipment support transport net are obtained because of the poor ability of to describe the random and discontinuous support needs. An optimization model of vehicle equipment transport net is proposed based on Monte Carlo simulation and genetic algorithm. The boundary condition, support resource scheduling optimization function and support resource restraint condition are set according to the support feature of military operation other than war. An optimization model of vehicle equipment transport net is constructed. Finally, the efficiency of the proposed model is verified by residual analysis.

Key words: ordnance science and technoogy, Monte Carlo simulation, genetic algorithm, vehicle equipment support, transport net optimization

CLC Number:

TB114.3

CHEN Chun-liang, QI Ou, WEI Zhao-lei, LIU Yan. Vehicle Equipment Support Transport Net Optimization Model Based on Monte Carlo Simulation and Genetic Algorithm[J]. Acta Armamentarii, 2016, 37(1): 114-121.

References

［1］殷凤军,叶茂,过秀成,等. 综合运输网络上多货类流量最短路分配［J］. 交通运输工程与信息学报,2014,12(1):34-40.
YIN Feng-jun, YE Mao, GUO Xiu-cheng, et al. Shortest path distribution of Multi-class cargo flow on a comprehensive transport network［J］. Journal of Transportation Engineering and Information,2014,12(1):34-40.（in Chinese）
［2］ Huang J, Wang Y G, Chen X B, et al. Current status of medical support in military operations other than war in domestic and overseas［J］. Journal of Medical of Colleges of PLA, 2012, 27(6):343-350.
［3］马燕,崔人伟,李海英. 非战争军事行动装备器材集装化应急保障探析［J］. 包装工程, 2011,33(23): 76-83.
MA Yan, CUI Ren-wei, LI Hai-ying. On materiel containerization emergency support in non war military operations［J］. Packaging Engineering, 2011,33(23): 76-83. （in Chinese）
［4］任鑫,周碧松,孔衍,等. 基于灰色预测模型的核事故医学应急装备使用保障费用分析［J］. 数学的实践与认识,2013,43(19): 173-179.
REN Xin, ZHOU Bi-song, KONG Yan, et al. Usage and guarantee expenses analysis of nuclear accident medical emergency equipment base on gray prediction model［J］. Mathematics in Practice and Theory, 2013,43(19): 173-179.（in Chinese）
［5］陈春良,齐鸥,刘彦,等. 基于因子分析和结构方程建模的应急装备保障能力指标优化［J］. 计算机测量与控制,2015,23(6): 2037-2041.
CHEN Chun-liang, QI Ou, LIU Yan, et al. Index optimization of emergency equipment support ability based on factor analysis and structural equation modeling［J］. Computer Measurement & Control, 2015,23(6):2037-2041.（in Chinese）
［6］熊云,李晓勇,李宏伟,等. 非战争军事行动对我军军品包装发展的影响与对策［J］. 包装工程,2011,31(21):119-122.
XIONG Yun, LI Xiao-yong, LI Hong-wei, et al. Impact of military operation other than war on the development of military packa-
ging and countermeasure［J］. Packaging Engineering, 2011,31(21): 119-122. （in Chinese）
［7］杨志谋,司光亚,刘德胜,等. 战略模拟系统中计算机生成人口研究［J］. 计算机工程与应用,2011,47(18):212-214.
YANG Zhi-mou, SI Guang-ya, LIU De-sheng, et al. Research on computer generated population in virtual global war space［J］. Computer Engineering and Applications, 2011,47(18):212-214. （in Chinese）
［8］ Ning H, Shi Y B, Gao X J. Dynamic simulation of the equipment repair support system［J］. Procedia Engineering, 2011, 23(2):284-289.
［9］周骞,周霞,刘军,等. 基于畅通可靠度的城市物流配送运输网络优化研究［J］. 公路工程,2011,36(2):38-42.
ZHOU Qian, ZHOU Xia, LIU Jun, et al. Study on optimization of urban transportation logistics distribution network based on the analysis of unblocked reliability［J］. Highway Engineering, 2011,36(2):38-42. （in Chinese）
［10］陈康,杨忠振. 基于用户平衡理论的水陆混合运输网络的交通量分配方法［J］. 大连海事大学学报,2012,38(2):33-36.
CHEN Kang, YANG Zhong-zhen. A traffic assignment method for water and land mixed transportation network based on user equilibrium principle［J］. Journal of Dalian Maritime University, 2012,38(2):33-36. （in Chinese）
［11］吴琼,郑士源,朱太球. 基于列生成算法的集装箱班轮运输网络优化［J］. 上海海事大学学报,2014,35(1):29-34.
WU Qiong, ZHENG Shi-yuan, ZHU Tai-qiu. Container liner shipping network optimization based on column generation algorithm［J］. Journal of Shanghai Maritime University,2014,35(1):29-34. （in Chinese）
［12］吴中,施雯. 基于Anylogic的行人换乘通道入口优化设计［J］. 贵州大学学报：自然科学版, 2013,30(6):130-133.
WU Zhong, SHI Wen. Optimization design of pedestrian transfer channel entrance based on anylogic［J］. Journal of Guizhou University: Natural Sciences, 2013,30(6):130-133. （in Chinese）

[1]	MA Weining, HU Qiwei, CHEN Jing, JIA Xisheng. Joint Optimization of Selective Maintenance Decision and Mission Assignment for Equipment Groups [J]. Acta Armamentarii, 2024, 45(2): 407-416.
[2]	QIN Guohua, LOU Weida, LIN Feng, XU Yong. A Novel Method of Stability Judgment and Milling Parameter Optimization Based on Cotes Integration Method and Neural Network [J]. Acta Armamentarii, 2024, 45(2): 516-526.
[3]	LIU Zichang, LI Siyu, PEI Mochao, LIU Jie, MENG Shuo, WU Weiyi. Fault Diagnosis Method for Diesel Engine Based on Texture Analysis [J]. Acta Armamentarii, 2024, 45(2): 684-694.
[4]	YE Wenyu, WANG Chunyang, YU Jinyang, TUO Mingkan, WANG Zishuo. Multi-beam Scanning of Liquid Crystal Optical Phased Array Based on Greedy Algorithm [J]. Acta Armamentarii, 2023, 44(9): 2650-2660.
[5]	CHEN Song, ZHU Dongsheng, ZUO Qinwen, HAN Chaoshuai. GA-PS Based Three-dimensional Space Source Inversion Algorithm [J]. Acta Armamentarii, 2023, 44(8): 2503-2520.
[6]	ZHANG An, XU Shuangfei, BI Wenhao, XU Han. Weapon-target Assignment and Guidance Sequence Optimization in Air-to-Ground Multi-target Attack [J]. Acta Armamentarii, 2023, 44(8): 2233-2244.
[7]	LIU Yan, WANG Baichuan, YAN Junbo, YAN Zichen, SHI Zhenqing, HUANG Fenglei. Dynamic Response of Honeycomb Sandwich Plate with Negative Poisson’s Ratio under Penetration [J]. Acta Armamentarii, 2023, 44(7): 1938-1953.
[8]	DU Weiwei, CHEN Xiaowei. Task Assignment and Optimization Method of Tactical-Level Army Operations [J]. Acta Armamentarii, 2023, 44(5): 1431-1442.
[9]	CHEN Liang， LIU Rong-zhong， GUO Rui， ZHAO Bo-bo， LIU Lei， YANG Yong-liang. Multi-objective Optimization on Aerodynamic Shape of Projectile with Twisted Empennages [J]. Acta Armamentarii, 2016, 37(7): 1187-1193.
[10]	WANG Qin-long， WANG Hong-yan， RUI Qiang. Research on Parameter Updating of High Mobility Tracked Vehicle Dynamic Model Based on Multi-objectiveGenetic Algorithm [J]. Acta Armamentarii, 2016, 37(6): 969-978.
[11]	JIN Bi-xuan, ZHAI Yong, GU Hong-tao, ZHANG Tao. Optimized Methodfor Shift Valve Used in Integrated Transmission [J]. Acta Armamentarii, 2016, 37(4): 591-597.
[12]	LI Dong-wei， JIANG Zhen-ming， ZHANG Xiang-rong， ZHOU Lin. Characterization of New 24-dinitroanisole-based Melt-cast High Detonation Velocity Explosives [J]. Acta Armamentarii, 2016, 37(4): 656-660.
[13]	ZHAO Jian-zhong， OUYANG Zhong-hui， ZHANG Lei，ZHAO Jian-yin. Combined Prediction on Avionics State Optimized by MAGA [J]. Acta Armamentarii, 2016, 37(4): 727-734.
[14]	WANG Li-qun, YANG Guo-lai, LIU Jun-min, GE Jian-li. Robust Design of Random Factors on Gun Firing Dispersion [J]. Acta Armamentarii, 2016, 37(11): 1983-1988.
[15]	WANG Ran-hui， WANG Chao. Variable Value Control Technology of Genetic Algorithm for WTA of Ground Target Attacking [J]. Acta Armamentarii, 2016, 37(10): 1889-1895.