Combined variance reduction techniques in fully sequential selection procedures

In the past several decades, many ranking‐and‐selection (R&S) procedures have been developed to select the best simulated system with the largest (or smallest) mean performance measure from a finite number of alternatives. A major issue to address in these R&S problems is to balance the trade‐off between the effectiveness (ie, making a correct selection with a high probability) and the efficiency (ie, using a small total number of observations). In this paper, we take a frequentist's point of view by setting a predetermined probability of correct selection while trying to reduce the total sample size, that is, to improve the efficiency but also maintain the effectiveness. In particular, in order to achieve this goal, we investigate combining various variance reduction techniques into the fully sequential framework, resulting in different R&S procedures with either finite‐time or asymptotic statistical validity. Extensive numerical experiments show great improvement in the efficiency of our proposed procedures as compared with several existing procedures.     

流体动压超光滑加工关键工艺参数优化

流体动压超光滑加工材料去除主要受工件表面流体动压和剪切分布的影响,根据材料去除的理论模型分析了影响材料去除的关键工艺参数。基于流体动力学仿真和具体实验对抛光轮浸没深度、抛光轮转速和抛光轮间隙对流体动压超光滑加工的材料去除速率的影响规律进行了研究。分析结果表明:抛光轮的浸没深度对材料去除速率影响不大;材料去除速率随着抛光轮转速的减小、抛光间隙的增大而减小;考虑实际使用条件,最优抛光轮转速为300 r/min、抛光间隙为25μm、抛光轮浸没深度为(2/3)R。同时对抛光头温度稳定性进行了具体实验测试,其在装置启动后4 h基本达到热平衡,通过试运行预热的方式可有效避免温升变化对抛光间隙的影响。     

基于概率分布的硬件木马检测特征选择方法

针对基于旁路信号分析的硬件木马检测中存在的高维以及信号冗余度高等问题,寻求一种特征选择方法在降维、降低冗余度方面的可行性,通过考虑样本概率的分布情况,提出了一种以散度和Bhattacharyya距离作为可分性判据的特征选择方法。首先分析了旁路信号的特征选择问题,然后阐述了基于散度和Bhattacharyya距离的可分性判据,最后在FPGA中植入硬件木马,采用K-L方法进行实验,通过对样本特征选择前后的检测效果发现,这种特征选择方法不仅有助于分辨"金片"与含木马的待测芯片间旁路信号的统计差异,而且与分类错误率建立联系,更好地实现了硬件木马的检测。     

面向大规模交互数据空间划分的Voronoi图生成算法及应用

传统Voronoi图对大量点集进行Voronoi划分时会产生Voronoi单元格数过多的现象,导致难以适用于地理信息系统、生物医学等诸多领域.为了解决这个问题,提出一种自适应基于密度的聚类算法(Density-Based Spatial Clustering of Applications with Noise,DBS...     

反舰导弹自主式火力分配

针对反舰导弹火力分配问题,提出了应首先实现从"瞄准式火力分配"向"自主火力分配"的观念转变,研究了反舰导弹自主火力分配的概念和国外发展动态,探讨了火分代码法、目标尺寸法、目标成像法和火分规则法四种自主火力分配方式的思路及对海战场的影响。研究表明,反舰导弹采用自主火力分配方式,能有效提升其自主作战能力。     

模糊综合评判在装备操纵手遴选中的运用

装备操纵手的选拔是部队一项经常性的重要工作,它对于更好地发挥武器装备技术性能,提高部队战斗力有着极其重要的作用。但是,目前的操纵手选拔工作定性较多、主观随意性大,缺乏科学的理论指导。依据人机环境系统工程理论,采用模糊综合评判决策法对装备操纵手选拔工作需把握的诸因素和选拔评判过程进行建模与量化分析,得到了与实际结果相一致的结论。它的应用对于正确科学地选拔装备操纵手有重要意义。     

高功率电磁环境下导弹发射阵地近地面电磁脉冲波形仿真*

主要研究在高功率电磁环境下高空核爆到达导弹预设作战阵地近地面时的电磁脉冲环境.首先给出高空核爆电磁脉冲场近地面计算的理论基础,然后分析不同条件下近地面的电磁脉冲环境参数,编程实现了基于时域有限差分算法的电磁脉冲波形数值仿真,完成了多种特定预设战场环境下的电磁脉冲计算,最后给出由于电磁脉冲武器的发展和HEMP波形表述形式变化,给导弹武器系统抗电磁脉冲性能研究带来的影响和新动态趋势.结论认为:应加强对前沿更陡、强度更强电磁脉冲的抵抗能力,防御重点放在机动作战样式方面,提高战地战时抗毁生存能力.     

Capacity expansion and cost efficiency improvement in the warehouse problem

The warehouse problem with deterministic production cost, selling prices, and demand was introduced in the 1950s and there is a renewed interest recently due to its applications in energy storage and arbitrage. In this paper, we consider two extensions of the warehouse problem and develop efficient computational algorithms for finding their optimal solutions. First, we consider a model where the firm can invest in capacity expansion projects for the warehouse while simultaneously making production and sales decisions in each period. We show that this problem can be solved with a computational complexity that is linear in the product of the length of the planning horizon and the number of capacity expansion projects. We then consider a problem in which the firm can invest to improve production cost efficiency while simultaneously making production and sales decisions in each period. The resulting optimization problem is non‐convex with integer decision variables. We show that, under some mild conditions on the cost data, the problem can be solved in linear computational time. © 2016 Wiley Periodicals, Inc. Naval Research Logistics 63: 367–373, 2016     

金属粉末激光熔覆成形温度场的数值分析

通过建立移动激光热源作用下熔覆温度场的数值分析模型,用数值模拟的方法对激光烧结金属粉末温度场进行了分析,得到不同工艺参数下熔覆过程中基体的温度等值线分布图,并分析了扫描速度和送粉率对温度场的影响,为合理选择激光熔覆成形工艺参数提供了理论依据。     

基于整数规划的地地导弹打击目标优化选取

地地战役战术导弹火力运用中,对导弹打击目标的选取是导弹部队制定合理科学作战方案所面临的现实问题。针对给定弹量和特定作战意图对打击目标进行优化选择问题,运用0-1型整数规划,建立合理的数学模型并确定最优打击目标。通过应用实例表明,此方法简便易行,可操作性较强,具有一定的实用价值。