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.     

关于局部对称空间中2-调和子流形

本文研究局部对称完备黎曼流形中的紧致2－调和子流形，得到了这类流形第二基本模式长平方的Pinching定理及推广的J．Simons型积分不等式。     

美国面向公共交通的土地开发新思想

我国城市交通主体将要经历由自行车向小汽车的转化，城市布局及用地结构将要经历郊区城市化、出行小汽车化带来的严峻考验，我国当前城市规划建设正在步美国以机动化发展为导向的土地利用模式后尘。针对这些热点问题，本文介绍了美国面向公共交通的土地开发新思想及其设计总则和原则，以供国内同行研究城市土地利用规划与交通规划的整合，尤其是交通政策制定参考使用。     

开普勒第二定律的建立

 约翰·开普勒(ＪｏｈａｎｎｅｓＫｅｐｌｅｒ,1571-1630)是德国著名的天文学家和物理学家,一生在多方面对科学的发展做出了贡献,尤其在天文学领域,他经过多年的努力探索,建立了开普勒三定律,从而使人们对行星的运动有了更加明确清晰的认识,也为牛顿发现万有引力定律奠定了基础。正是由于这一卓越的科学成就,开普勒被后人称为“天空的立法者”。本文就他建立开普勒第二定律的过程做一探讨。1.第谷与开普勒的合作科学的发展不仅需要理论,而且不能离开观察实验。在科学向前发展的过程中,有时理论这只脚向前先迈一步,有时观察实验这只脚向前先迈一步。     

条形装箱问题的优化模型和增广Lagrange算法

This paper formulates a two-dimensional strip packing problem as a non-linear programming(NLP)problem and establishes the first-order optimality con-ditions for the NLP problem.A numerical algorithm for solving this NLP problemis given to find exact solutions to strip-packing problems involving up to 10 items.Approximate solutions can be found for big-sized problems by decomposing the setof items into small-sized blocks of which each block adopts the proposed numericalalgorithm.Numerical results show that the approximate solutions to big-sized prob-lems obtained by this method are superior to those by NFDH,FFDH and BFDHapproaches.     

Duration-Dependent Asymmetry in Photoionization of H atoms in Few-Cycle Laser Pulses

The photoionization of H atoms irradiated by few-cycle laser pulses is studied numerically. The variations of the total ionization, the partial ionizations in opposite directions, and the corresponding asymmetry with the carrier-envelope phase in several pulse durations are obtained. We find that besides a stronger modulation on the partial ionizations, the change of pulse duration leads to a shift along carrier-envelope （CE） phase in the calculated signals. The phase shift arises from the nonlinear property of ionization and relates closely to the Coulomb attraction of the parent ion to the ionized electron. Our calculations show good agreement with the experimental observation under similar conditions.     

一种带时间窗和车辆数目限制的车辆路线问题及其算法

本文提出了带时间窗和车辆数目限制的车辆路线问题的数学模型,针对该问题的特征构造了一种路线生成算法和禁忌搜索算法,并对Solomon提出的C1、R1、RC1类数据集给出了数值运算的结果,实验结果表明算法是有效的.     

椭圆强非局域空间光孤子

对傍轴椭圆高斯光束在具有椭圆对称响应特性的强非局域非线性介质中的演化规律进行研究，得到了光束各参量演化的精确解析解，分析了单向空间光孤子和强非局域椭圆空间光孤子的形成条件，发现了椭圆光孤子的相移与介质响应函数的椭圆率有关. 关键词： 椭圆对称强非局域响应介质 椭圆强非局域空间光孤子 相移     

服装生产过程管理及优化问题探讨

随着市场竞争的日益激烈,服装产品越来越向小批量、多品种的方向发展,这对服装企业的生产过程管理提出了更高的要求。本文在对服装生产特点分析之后,探讨了服装企业生产过程常见的问题,并在最后提出了改进的方法。