[1]杨 洋,方 峻,徐 诚.单兵系统集成优化模型研究[J].南京理工大学学报(自然科学版),2015,39(06):717.
 Yang Yang,Fang Jun,Xu Cheng.Integrated optimization model of individual soldier system[J].Journal of Nanjing University of Science and Technology,2015,39(06):717.
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单兵系统集成优化模型研究
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《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

卷:
39卷
期数:
2015年06期
页码:
717
栏目:
出版日期:
2015-12-31

文章信息/Info

Title:
Integrated optimization model of individual soldier system
作者:
杨 洋方 峻徐 诚
南京理工大学 机械工程学院,江苏 南京 210094
Author(s):
Yang YangFang JunXu Cheng
School of Mechanical Engineering,NUST,Nanjing 210094,China
关键词:
单兵系统 小口径榴弹 杀伤面积 步枪 有效射程 防护效能 遗传算法 均匀实验样本 神经网络
Keywords:
individual soldier system minor-caliber grenades lethal area rifles effective range protection performance genetic algorithm uniform experimental samples neural network
分类号:
TJ29
摘要:
为提高单兵系统的综合作战效能,缩短设计周期,建立了单兵系统多目标优化计算模型。以小口径榴弹最大杀伤面积、步枪最大有效射程及防护效能为优化目标,采用遗传算法优化的方法反求权重,避免了人为确定权重的盲目性。以均匀实验样本数据为输入,采用神经网络和遗传算法相结合的方法对单兵系统总体设计进行优化,节省优化迭代计算时间。与原设计对比,小口径榴弹的杀伤面积增加了10.4%,步枪弹有效射程提高了15.6%,防护效能提高了17%。
Abstract:
To improve the synthetical fighting efficiency of an individual soldier system and shorten design cycles,a multi-objective optimization calculation model of the individual soldier system is set up.With the optimization goals of the maximum lethal area of minor-caliber grenades,maximum effective range of rifles and protection performance,the genetic algorithm is utilized to calculate the weight of the optimization goals,and the blandness of artificial weight identifying is avoided.The individual soldier system design is optimized using neural network and genetic algorithm with the uniform experimental samples as the input data,and the optimization iterative calculation time is saved.Compared with the original design,the maximum lethal area of minor-caliber grenades is increased by 10.4%,the maximum effective range of rifles is improved by 15.6% and the protection performance is improved by 17%.

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备注/Memo

备注/Memo:
收稿日期:2014-04-08 修回日期:2015-07-14
基金项目:国防基础科研
作者简介:杨洋(1988-),男,博士,主要研究方向:复杂系统建模、仿真与优化、武器系统人机工效,E-mail:yangyang82512@163.com; 通讯作者:方峻(1974-),男,博士,副研究员,主要研究方向:多学科优化,E-mail:13813872656@139.com。
引文格式:杨洋,方峻,徐诚.单兵系统集成优化模型研究[J].南京理工大学学报,2015,39(6):717-721.
投稿网址:http://zrxuebao.njust.edu.cn
DOI:10.14177/j.cnki.32-1397n.2015.39.06.014
更新日期/Last Update: 2015-12-31