遗传神经网络在保障资源需求预测中的应用

针对现代战争条件下装备保障资源需求变化快,保障资源预测困难的问题,首先分析了影响装备保障资源需求的因素,根据实际情况选取了平均维修间隔时间(MTBM)、平均修复时间(MTBR)等8项影响装备保障资源需求的关键指标,然后将基于遗传算法(GA)优化的反向传播(BP)神经网络应用于保障资源需求预测中,构建了基于遗传神经网络的需求预测模型,最后利用1980年～2010年实际保障资源需求数据对模型进行了验证.验证结果表明,基于GA优化的BP神经网络预测模型有较快的收敛速度、较强的适应性和较高的预测精度,适用于装备保障资源需求预测.     

近十年公安高等院校图书馆学术研究探析

通过文献计量学方法,对近十年中公安高等院校图书馆发表学术论文进行统计分析,了解公安高等院校图书馆学术研究中存在的问题和不足,并分析了产生问题的原因,提出了解决问题的初步想法.     

一种由条件确定导引时机的线导鱼雷导引方案

基于对水下平台获取目标信息客观实际的分析,指出以固定的导引周期、自动实现线导鱼雷整个过程的导引是难以实现的.为此,线导鱼雷导引方案设计必须综合利用各种渠道所获得的目标信息资源和鱼雷的高速制资源,才能大幅提高线导鱼雷的使用性能.通过仿真研究提出:“由条件确定导引时机”的概念,给出利用“依赖条件调度的管理器”对来自各方面的目标方位进行优先级排序并控制导引算法调度时机的技术方法;利用“间断导引”兼顾导引平台听测与鱼雷快速接近目标之矛盾的技术方案,给出了确定“听测速度”、转换方法和转换时间间隔的技术方法和途径.     

Analysis of algorithms for two‐stage flowshops with multi‐processor task flexibility

In this article we introduce a 2‐machine flowshop with processing flexibility. Two processing modes are available for each task: namely, processing by the designated processor, and processing simultaneously by both processors. The objective studied is makespan minimization. This production environment is encountered in repetitive manufacturing shops equipped with processors that have the flexibility to execute orders either individually or in coordination. In the latter case, the product designer exploits processing synergies between two processors so as to execute a particular task much faster than a dedicated processor. This type of flowshop environment is also encountered in labor‐intensive assembly lines where products moving downstream can be processed either in the designated assembly stations or by pulling together the work teams of adjacent stations. This scheduling problem requires determining the mode of operation of each task, and the subsequent scheduling that preserves the flowshop constraints. We show that the problem is ordinary NP‐complete and obtain an optimal solution using a dynamic programming algorithm with considerable computational requirements for medium and large problems. Then, we present a number of dynamic programming relaxations and analyze their worst‐case error performance. Finally, we present a polynomial time heuristic with worst‐case error performance comparable to that of the dynamic programming relaxations. © 2003 Wiley Periodicals, Inc. Naval Research Logistics, 2004.     

A note on scheduling parallel machines subject to breakdown and repair

In this paper we consider n jobs and a number of machines in parallel. The machines are identical and subject to breakdown and repair. The number may therefore vary over time and is at time t equal to m(t). Preemptions are allowed. We consider three objectives, namely, the total completion time, ∑ C_j, the makespan C_max, and the maximum lateness L_max. We study the conditions on m(t) under which various rules minimize the objective functions under consideration. We analyze cases when the jobs have deadlines to meet and when the jobs are subject to precedence constraints. © 2003 Wiley Periodicals, Inc. Naval Research Logistics, 2004.     

武警院校教员队伍专业能力建设研究

武警院校教员队伍专业能力建设,不仅是教员自身发展的需要,更是院校教育改革发展与培育高素质军事人才的需要。从解析武警院校教员队伍专业能力的内涵入手,通过分析现状,从更新观念、完善机制、实践培养、优化环境四个方面,提出了加强武警院校教员队伍专业能力建设的对策,以期为提高武警院校教员队伍专业能力提供理论支撑。     

超细粒子对环氧树脂的增韧改性研究

用NW-2辛酯偶联剂改性过的复合氧化锌(ZnO)超细粒子对环氧树脂进行增韧,借助于SEM和力学性能测试手段研究了ZnO粒子的形貌以及NW-2辛酯偶联剂改性复合ZnO粒子在环氧树脂体系中的增韧情况及其机理.结果表明:经过NW-2辛酯偶联剂改性的复合超细ZnO粒子对环氧树脂具备良好的增韧效果.     

Mechanical behavior and failure mechanism of polyurea nanocomposites under quasi-static and dynamic compressive loading

Polyurea is an elastomeric material that can be applied to enhance the protection ability of structures under blast and impact loading.In order to study the compressive mechanical properties of SiC/polyurea nanocomposites under quasi-static and dynamic loading,a universal testing machine and split Hop-kinson pressure bar(SHPB)apparatus were used respectively.The stress-strain curves were obtained on polyurea and its composites at strain rates of 0.001-8000 s-1.The results of the experiment suggested that increase in the strain rates led to the rise of the flow stress,compressive strength,strain rate sensitivity and strain energy.This indicates that all of the presented materials were dependent on strain rate.Moreover,these mechanical characters were enhanced by incorporating a small amount of SiC into polyurea matrix.The relation between yield stress and strain rates were established using the power law functions.Finally,in order to investigate the fracture surfaces and inside information of failed specimens,scanning electron microscopy(SEM)and micro X-ray computed tomography(micro-CT)were used respectively.Multiple voids,crazes,micro-cracks and cracking were observed in fracture surfaces.On the other hand,the cracking propagation was found in the micro-CT slice images.It is essential to understand the deformation and failure mechanisms in all the polyurea materials.