Principal component analysis using neural network

The authors present their analysis of the differential equation dX ( t )/dt = AX ( t ) - X^T( t ) BX( t)X( t), where A is an unsymmetrical real matrix, B is a positive definite symmetric real matrix,X E Rn ; showing that the equation characterizes a class of continuous type full-feedback artificial neural network; We give the analytic expression of the solution; discuss its asymptotic behavior; and finally present the result showing that, in almost all cases, one and only one of following eases is true. 1. For any initial value X0∈R^n, the solution approximates asymptotically to zero vector. In thin cane, the real part of each eigenvalue of A is non-positive. 2. For any initial value X0 outside a proper subspace of R^n,the solution approximates asymptoticaUy to a nontrivial constant vector Y( X0 ). In this cane, the eigenvalue of A with maximal real part is the positive number λ=Ⅱ Y (X0)ⅡB^2 and Y (X0) is the corre-sponding eigenvector. 3. For any initial value X0 outsidea proper subspace of R^n, the solution approximates asymptotically to a non-constant periodic function Y( X0 , t ). Then the eigenvalues of A with maximal real part is a pair of conjugate complex numbers which can be computed.     

Foundation of three—dimensional mathematical models for glass furnace regenerator

This paper presents a practical three-dimensional meathematical model of circulation and heat transfer in generator of glass melting furnaces.The model was based on the heat transfer between the smoke flow and the lattice units,and between the air flow and the lattice units.This model not only bypassed the difficulty of complicated computation of the heat transfer process in the regenerator of glass furnaces,but also avoided the irrationality of fixing the temperature distribution on the surfaces.Use of the model yielded very important data and also the method for the design of the regenerator of glass furnaces in practical production.     

古交矿区煤的热解脱硫试验

文章详细介绍了对古交矿区8号煤进行不同升温速度和不同终温条件下的硫试验。     

作文教学如何因材施教

作文评改时要划类分层，因人而异。把所教学生分成三个类型：接近成熟型、基本过关型和能力偏差型。通过划类分层，教师就可以在作文指导中因材施教，达到事半功倍之效。     

房地产项目市场定位工作简要分析

由于土地供应的不透明，不少开发商拿地比较困难，绝大部分开发商是在拿到地块的时候才开始考虑市场操作细节，由于地块不利因素已成事实，所以项目定位的难度更高，有的项目可能短期内是无法操作的。本文将从影响项目定位工作的几个方面进行分析探讨。     

多维测量结果不确定度评价方法初探

为解决以多维矢量形式存在被测对象的测量质量评定问题,该文应用测量不确定度理论和多元概率统计方法,将测量不确定度理论进行了向多维的拓展;对多维情况下的测量不确定度传播律进行了推导;论述了多维不确定度的表示方法及空间几何意义;提出了以多维不确定度比较不同测量结果质量的方法;并给出了常用多维测量方法,如等精度独立多维测量和不等精度独立多维测量的不确定度评定方法。理论分析及仿真算例表明,所提出的理论具有较完备的体系,能够满足测量实际中常用多维测量方法的不确定度评定需求。     

电话机产品测量不确定度评定的研究

本文简单介绍了测量不确定度的一般评定程序,并列举了电话机产品检测不确定度评定的实际应用案例,即电话机双音多频信号电平的测量结果的不确定度评定。     

DVD高清标准之争曙光乍现

专利是制胜的法宝,标准是称雄的天条!在产业界,谁拥有最新的技术,谁就拥有了发动大战、赢取市场的主控权;而谁拥有了标准,谁就可以书同文,车同轨,号令天下,将市场风云把玩于股掌之间。DVD领域的标准之争是IT战场上最为古老的宿怨之一。蓝光DVD与HDDVD两种格式的DVD因厚度不同,互不兼容,统一标准需要有一方放弃自己的格式,这令两大阵营相持不下。然在,在刚刚召开的2008消费电子展上,这场旷日持久的标准之争,似乎露出了一线曙光。     

高校内教育环境公平论

高校内教育环境的不公平,是高等教育不公的又一重要内容。主要表现在两方面:一是高校内教师身份歧视现象严重,教师的地位极不平等;二是高校内学生身份歧视现象普遍,高校内教育资源分配不公平。     

双孚万吨级双酚A生产装置达到国际先进水平

双酚A学名2，2-二（4-羟基苯基)丙烷，是重要的有机化工原料，苯酚和丙酮的重要衍生物，主要用于生产聚碳酸酯、环氧树脂、聚砜树脂、聚苯醚树脂、不饱和聚酯树脂等多种高分子材料，也可用于生产增塑剂、阻燃剂、抗氧剂、热稳定剂、橡胶防老剂、农药、涂料等精细化工产品。我国目前大部分双酚A生产装置规模偏小，有的只有数百吨，