Training ratio and comparison of trained vector quantizers

The vector quantizer (VQ) codebook is usually designed by clustering a training sequence (TS) drawn from the underlying distribution function. In order to cluster a TS, we may use the K-means algorithm (generalized Lloyd (1982) algorithm) or the self-organizing map algorithm. In this paper, a survey of trained VQ performance is conducted to study the effect of the training ratio on training quantizers. The training ratio, which is defined by the ratio of the TS size to the codebook size, is dependent on the VQ structure. Hence, different VQs may show different training properties, even though the VQs are designed for the same TS. A numerical comparison of trained VQs is then conducted in conjunction with deriving their training ratios. Through the comparison, it is shown that structured VQs can achieve better performance than the full-search scheme if the codebooks are trained by a finite TS. Further, we can derive a design or comparison guideline that maintains equal training ratios in training different VQs.     

茂名石化PE农用薄膜专用料的生产和开发

概述了我国农用薄膜现状与发展趋势，分析了存在的问题，对茂名石油化工公司的聚乙烯农用薄膜专用树脂的生产和开发提出了建议。     

油,水二相流固耦合渗流的数学模型

为了正确模拟油藏中流体流动的动态过程，必须考虑由于注水和开采而引起的多相流体的流动、应力状态的变化和储集层变形之间复杂的相互作用。但由于这种问题的控制方程是三维非线性耦合方程，因此，很难模拟这种耦合作用。利用广义的Ｂｉｏｔ理论建立了一个完全耦合的数学模型，它描述可变形油藏中岩石变形和油水流动的这种相互作用。模型中假设岩石骨架具有弹塑性特性，流体是可压缩的。以岩石骨架位移和油水压力为未知变量所建立的控制方程，包括岩石骨架的平衡方程和流体（油、水）的连续性方程。所建立的流固耦合模型在石油工程，特别是在油藏数值模拟中有广泛的应用。参８（陈志宏摘     

Dynamic laser control using feedback from a gain grating

We demonstrate that self-induced gain gratings can provide nonlinear optical feedback that results in single frequency selection and passive self Q-switching of a conventional linear laser cavity. An experimental Nd:YAG laser system is described that yields a temporally-smooth 20 ns pulse at 1.064 μm. In addition, we show that the feedback has phase-conjugate properties that permit “flower-like” mode formation even though the azimuthal symmetry of the cavity is broken     

含多孔物质硝胺发射药的温感特性

研究了多孔物质对于硝胺发射药在不同初温下的燃面调节作用，由于多孔物质的孔结构及其与基体界面状况的改变，使发射药低温燃面增大，而高温燃面减小，这有利于降低燃速温度系数．     

工业汽轮机的清洗

本文介绍了用饱和蒸汽对冷凝式汽轮机进行清洗除垢时主要参数的确定、操作要点及清洗方案，清洗后的汽轮机运行正常。     

Ge/Pd/n-GaAs低阻欧姆接触的SIMS分析

采用Ge／Pd／GaAs结构和快速热退火在n－GaAs上形成了低阻欧姆接触。利用H次离子质谱（SIMS）技术揭示和讨论了低欧姆接触形成的机理。比较了采用X 和CsX 信号检测的Ge，Pd，Ga和As的深度分布。结果表明采用CSX 可以提供更准确的结果和成分信息。     

纳米复合材料——石墨层间化合物(GICs)的结构分析

本文调研了纳米复合材料——GICs(石墨层间化合物)结构的主要研究方法、原理及模型,并介绍了在GICs结构研究中用到的现代分析手段。     

目标机动规范模型研究

分析和总结了飞机各种机动动作的内在因素,提出了目标机动规范模型,研究了模型的数学描述方式、控制参量的相互约束关系及其组织形式,并通过模拟导弹对目标的攻击过程对模型进行了验证。