Adaptive random search for continuous simulation optimization

We present, analyze, and compare three random search methods for solving stochastic optimization problems with uncountable feasible regions. Our adaptive search with resampling (ASR) approach is a framework for designing provably convergent algorithms that are adaptive and may consequently involve local search. The deterministic and stochastic shrinking ball (DSB and SSB) approaches are also convergent, but they are based on pure random search with the only difference being the estimator of the optimal solution [the DSB method was originally proposed and analyzed by Baumert and Smith]. The three methods use different techniques to reduce the effects of noise in the estimated objective function values. Our ASR method achieves this goal through resampling of already sampled points, whereas the DSB and SSB approaches address it by averaging observations in balls that shrink with time. We present conditions under which the three methods are convergent, both in probability and almost surely, and provide a limited computational study aimed at comparing the methods. Although further investigation is needed, our numerical results suggest that the ASR approach is promising, especially for difficult problems where the probability of identifying good solutions using pure random search is small. © 2010 Wiley Periodicals, Inc. Naval Research Logistics, 2010     

潜艇对机动目标跟踪和攻击若干问题的探讨

在现代作战条件下,潜艇所要跟踪和攻击的目标多数情况下应认为是机动目标。限于潜艇所载目标探测传感器和武器特点,以及潜艇自身隐蔽性、机动性方面的约束,潜艇跟踪和攻击机动目标存在许多困难和值得研究的问题。对这些问题进行了较为系统地梳理,并对其中的若干问题进行了探讨,包括目标机动的原因、机动目标可判断性问题、机动判断手段、机动判断后目标参数的处理、机动目标攻击的基本原则和方法等,还对潜艇指控系统强化机动目标跟踪和攻击功能提出了一些建议。     

实施人才强校战略 促进学校可持续发展

高等学校处于重要的发展机遇期。人才是促进学校持续、健康、协调发展的关键。以科学发展观为指导,实施人才强校战略是保证发展的重大举措。坚持开拓创新的精神和求真务实的作风,不断开创高校人才工作新局面。     

多操纵面战斗机动态控制分配策略研究(英文)

现代先进飞机配置多个操纵面且又冗余,这有利于实现非常规飞行,提高飞机敏捷性,使飞机在机动和故障时有更多的选择,但是同时也导致了飞机控制设计复杂度的增加.为了达到更好的效果,就必须利用控制分配器来充分利用多操纵面的不同带宽.从频率域角度出发,研究了动态控制分配方法,并将其应用于某型先进战斗机的控制分配器设计中,利用鸭翼的频率特性抵消府舱过载,经仿真验证,采用动态控制分配策略时,可以有效地减小座舱过载,同时还可以减小配平阻力,取得了良好的控制效果.     

Transporting jobs through a two‐machine open shop

We consider the two‐machine open shop scheduling problem in which the jobs are brought to the system by a single transporter and moved between the processing machines by the same transporter. The purpose is to split the jobs into batches and to find the sequence of moves of the transporter so that the time by which the completed jobs are collected together on board the transporter is minimal. We present a ‐approximation algorithm. © 2008 Wiley Periodicals, Inc. Naval Research Logistics 2009     

有源、无源联合探测系统综合性能分析

根据无源探测系统与有源雷达组成的联合探测系统,给出了一种有源、无源联合探测系统的探测模型,定性、定量的仿真分析了不同布站方法时,系统的探测精度、探测模糊区分布问题,得出了联合探测系统的最优布站方法;与无源探测系统相比较,联合探测系统提高了系统探测精度,改善了探测模糊区.仿真结果可为工程实践中雷达组网的优化部署提供理论依据.     

气态煤油超声速燃烧简化化学反应模型

为探究超燃冲压发动机燃烧室中煤油燃料燃烧的化学动力学过程,综合采用敏感性分析方法与路径分析方法,针对RP-3航空煤油三组分替代燃料的详细反应模型进行简化,建立一种适用于超声速燃烧流场数值模拟的新型26组分89反应简化燃烧反应模型。采用该简化燃烧模型对RP-3航空煤油替代燃料的点火、燃烧特性进行数值模拟,并与详细反应模型结果和试验数据进行对比校验。此外,将该简化燃烧模型与超声速燃烧流场计算方法相结合,数值分析了典型超燃冲压发动机燃烧室流场内化学动力学特性。研究结果表明：新型简化燃烧反应模型在不影响数值模拟精度的前提下,有效减少了反应组分与反应方程个数,提高了超声速复杂燃烧流场的数值模拟效率,并且能够准确获得烯烃、炔烃等重要中间燃烧产物以及小分子活性基团的空间分布规律,给出更全面的流场信息。     

Approximations for heavily loaded G/GI/n + GI queues

Motivated by applications to service systems, we develop simple engineering approximation formulas for the steady‐state performance of heavily loaded G/GI/n+GI multiserver queues, which can have non‐Poisson and nonrenewal arrivals and non‐exponential service‐time and patience‐time distributions. The formulas are based on recently established Gaussian many‐server heavy‐traffic limits in the efficiency‐driven (ED) regime, where the traffic intensity is fixed at ρ > 1, but the approximations also apply to systems in the quality‐and‐ED regime, where ρ > 1 but ρ is close to 1. Good performance across a wide range of parameters is obtained by making heuristic refinements, the main one being truncation of the queue length and waiting time approximations to nonnegative values. Simulation experiments show that the proposed approximations are effective for large‐scale queuing systems for a significant range of the traffic intensity ρ and the abandonment rate θ, roughly for ρ > 1.02 and θ > 2.0. © 2016 Wiley Periodicals, Inc. Naval Research Logistics 63: 187–217, 2016     

三关节机器人的神经网络补偿自适应控制器设计

三关节机器人广泛用于工业生产、轮式或履带式排爆机器人,为了补偿由于机器人结构参数、作业环境干扰等不确定性因素造成的机器人动力学模型的不确定性,将机器人动力学模型分解为名义模型和误差模型两部分,其误差模型采用RBF神经网络进行补偿,得到其估计信息,神经网络的输出权值根据Lyapunov稳定性理论采用自适应算法进行调整。所设计的神经网络补偿自适应控制器解决了不确定性机器人动力学系统控制器设计的不确定性问题,同时,通过定义Lyapunov函数,证明了控制器能渐近、稳定地跟踪期望轨迹。机器人的3个关节在控制器的作用下,约在5 s时达到期望轨迹,神经网络约在5 s时逼近机器人动力学模型的误差模型,实验结果表明了机器人关节对期望轨迹具有良好的轨迹跟踪性能。     

超视距反舰导弹射击方式优化选择

射击方式的选择是反舰导弹作战使用的重要内容。在超视距作战需求的牵引下,传统视距反舰导弹的射击方式受到了巨大挑战。为优化选择超视距反舰导弹的射击方式,建立了两种常用射击方式的导弹捕捉概率模型和目标机动模型,给出一种典型条件不同目标机动航向的导弹捕捉概率,结果表明采用有前置量方式射击无法有效提高超视距导弹的捕捉概率,甚至在某些典型条件下还低于无前置量方式射击的捕捉概率,指出无前置方式是超视距反舰导弹射击的优选方式。