FAST FEATURE RANKING AND ITS APPLICATION TO FACE RECOGNITION

A fast feature ranking algorithm for classification in the presence of high dimensionahty and small sample size is proposed. The basic idea is that the important features force the data points of the same class to maintain their intrinsic neighbor relations, whereas neighboring points of different classes are no longer to stick to one an- other. Applying this assumption, an optimization problem weighting each feature is derived. The algorithm does not involve the dense matrix eigen-decomposition which can be computationally expensive in time. Extensive exper- iments are conducted to validate the significance of selected features using the Yale, Extended YaleB and PIE data- sets. The thorough evaluation shows that, using one-nearest neighbor classifier, the recognition rates using 100-- 500 leading features selected by the algorithm distinctively outperform those with features selected by the baseline feature selection algorithms, while using support vector machine features selected by the algorithm show less prominent improvement. Moreover, the experiments demonstrate that the proposed algorithm is particularly effi- cient for multi-class face recognition problem.     

Young不等式、Holder不等式与Minkowski不等式的新证法

本文给出著名的Young不等式,H(?)lder不等式与Minkowski不等式的新证法。在通常的书上都利用Young不等式来证H(?)lder不等式,再用H(?)lder不等式来证Minkowski不等式。而在本文中用凸函数的特性证明上述三个不等式。     

一种新型并联微动机器人运动学分析

提出了一种新型的少自由度微动并联机器人,利用螺旋理论对于微动并联机器人的自由度进行分析,得到机构正常运动时所需要的驱动个数。利用矢量方法得到微动并联机器人的运动学反解。基于雅可比矩阵的可逆性,研究了微动机器人的奇异问题,从而确定该微动并联机器人的输入和输出之间的关系。     

基于模糊聚类分析的步枪作战效能评估

为了评估步枪的战术效能,科学地构建步枪作战效能评估体系,运用模糊聚类分析方法对步枪作战效能进行评估,最后通过算例验证了所建模型是合理、可行的。     

一种基于稀疏分解的微多普勒频率估计算法

目标微动特性和微多普勒特征分析在真假目标识别方面发挥了重要作用。由于微动目标雷达同波具有非线性、多分量性等特征,需要相应的具有高分辨力、低交叉项、大的动态范围的分析工具,才能较好地揭示目标微多普勒特征。稀疏分解方法中的匹配追踪（MP）具有频域高分辨能力,对于信号细微特征提取具有很好的效果。研究了基于匹配追踪的微多普勒频率估计问题,该方法可以准确提取出目标微多普勒频率,为后续的目标识别提供了重要的依据。-     

关于矩阵的定义及其运算的新思路

在当前流行的线性代数教科书中，大都直接给出矩阵及其运算的抽象定义，并没有给出这些定义的实际背景和具体应用，使学生理解和接受起来有很大的困难。本文通过具体实例引出矩阵及其运算的概念，这不但使学生很自然地理解矩阵及其运算的定义，而且也加强了学生解决实际问题的能力。     

Integration and calibration of a multi slit spectropolarimeter

Multi-slit spectropolarimeter is a next-generation spectropolarimeter to obtain vector magnetic field information at high spatial, spectral, and temporal resolution for studying the magnetic structures on the Sun. Once developed, it can be used as ground based instrument at solar observatories, also as a space payload for various solar missions. A high spectral resolution is invariably an important parameter for accurate vector magnetic field measurements and faster cadence is required for the study of dynamical evolution of structures (e.g., solar flares, sunspots etc.) on the Sun and hence better understanding on the physics behind their evolution.     

Corrosion Inhibition of SiC_p/5A06 Aluminum Metal Matrix Composite by Cerium Conversion Treatment

This article studies the effects of the CeCl₃ concentrations in conversion solutions with and without addition of NaCl, pH-values of conversion solution, drying temperature, time and temperature of immersion on the Ce-conversion coatings for corrosion protection of the SiC_p/5A06 Al-MMC and 5A06 Al-alloy in the 3.5% NaCl aqueous solution at room temperature. Potentiodynamic polarization tests reveal that the Ce-conversion treatment could markedly improve the pitting corrosion resistance of the composite and the matrix alloy in chloride containing environment. The best corrosion resistance effects are obtained for the samples treatment in 1‰ CeCl₃·7H₂O/ 3.5% NaCl solution at 45 °C for 60 min, followed by drying at 100 °C for 30 min. Examinations by means of scanning electron microscopy (SEM), energy dispersion spectroscopy (EDS) and X-ray photoelectron spectroscopy (XPS) indicate that this behavior is due to the precipitation of Ce-oxides/hydroxides on the cathodic intermetallics and the Al-oxide film on the rest of the metal matrix.     

企业应变能力及其传递矩阵研究

论述了企业应变能力的结构，内容及各层次间应变的特征，以应变能力在各责任单位之间的传递过程作了描述，用传递矩阵方法研究了应变能力在企业四个层次上的目标与保证关系，建立了一套实用的评价、诊断的定量指标体系。     

关于多项式系数二阶线性微分方程的可积性问题

主要探讨了实域上当ｇ（ｘ），ｈ（ｘ）是多基式，二阶变系数线性微分方程ｙ″＋ｇ（ｘ）ｙ‘＋ｈ（ｘ）ｙ＝０的可积性问题，沿袭了文」１「中算子矩阵理论的思想，得到了该方程要积的充分必要条件，且给出可积时的通解公式，并举例指出了文中「５，６」中收集的许多可积的二阶线性微分方程，其中相应的多项式系数的部分均是本文的特例。