有教师的线性基本函数前向三层神经网络结构研究

优化选择隐节点数是人们在应用基于误差反传算法的有教师的线性基本函数前向三层神经网络过程中首先遇到的一个十分重要而又困难的问题。本文从国内外大量应用裕列中陪结归纳出了一个初定这种网络隐节点数的经验公式，提出了一种判断所选隐节点数是否多余的具体方法，并从理论上做了详细的推导。     

On fuzzy sobriety

This paper mainly shows that sober fuzzy topological spaces form the epireflective hull of the fuzzy Sierpinski space in the category of T₀-fuzzy topological spaces.     

Preserving Topology by a Digitization Process

The main task of digital image processing is to recognize properties of real objects based on their digital images. These images are obtained by some sampling device, like a CCD camera, and represented as finite sets of points that are assigned some value in a gray-level or color scale. Based on technical properties of sampling devices, these points are usually assumed to form a square grid and are modeled as finite subsets of Z². Therefore, a fundamental question in digital image processing is which features in the digital image correspond, under certain conditions, to properties of the underlying objects. In practical applications this question is mostly answered by visually judging the obtained digital images. In this paper we present a comprehensive answer to this question with respect to topological properties. In particular, we derive conditions relating properties of real objects to the grid size of the sampling device which guarantee that a real object and its digital image are topologically equivalent. These conditions also imply that two digital images of a given object are topologically equivalent. This means, for example, that shifting or rotating an object or the camera cannot lead to topologically different images, i.e., topological properties of obtained digital images are invariant under shifting and rotation.     

锅炉受热面辐射吸热量面积系数计算公式的简化

锅炉壁温计算是锅炉设计及事故改造中的一项重要工作，锅炉受热面辐射吸热量面积系数计算公式则是壁温计算中不可缺少的重要环节，但原面积系数计算公式过于繁琐，为此，引入了函数E（t），并对E（t）的物理意义进行了描述，从而简化了锅炉受热面壁温计算中的面积系数计算公式，便于编程计算。经实际算例验证，与原辐射吸热量面积系数计算公式的计算结果基本一致，相对误差小于1％。     

一种可视外壳的快速拓扑生成算法

针对各种传统可视外壳生成算法中数据冗余及壮健性不足等问题，提出了一种新的从阴影图像中快速重构物体可视外壳的壮健的算法，即首先利用物体表面的拓扑结构直接生成外壳，然后使用改进的SurfaceNet算法光滑三维表面，从而在保留经典的体求交方法壮健性的基础上，克服了对于物体内部点的冗余计算和存储问题，不仅使得计算的时间复杂度降低到仅线性依赖于外壳上结点的数目，而且降低了像片数对算法复杂度产生的影响，实验结果表明，在算法复杂度和壮健性上优于诸如八叉树等传统可视外壳算法。     

Mappings of Figure Spaces and Systems of These Spaces

The formation of an informal theory of figure spaces is considered. In particular, interesting and natural generalizations of such fundamental mathematical concepts as continuous and uniformly continuous mappings are proposed.     

Research on Constructing Contours from Regular Terrain Grids Containing Invalid Data

A new method for constructing contours from complicated terrain elevation grids containing invalid data is put forward. By using this method, the topological consistency of contours in groups can be maintained effectively and the contours can be drawn smoothly based on boundaries pre-searching and local correction. An experimental example is given to demonstrate that the contours constructed by this method are of good quality.     

基于遗传算法的网格结构的拓扑优化

遗传算法是一种新兴的基于遗传进化机理的寻优技术。它与常规算法的不同之处在于不受初始值影响、从多个初始点开始寻优，并采用交叉、变异和移民算子避免过早地收敛到局部最优解，可获得全局最优解。该算法不必求导计算，编程简单、快捷，尤其适用于具有离散变量的结构优化设计。本文利用遗传算法对在应力、位移约束下的网格结构进行拓扑优化，利用对称性对杆件进行分组，使优化后的结构模型仍然保持对称，具有工程应用价值，并达到降低造价的目的。计算实例表明了该算法的有效性。     

浅析防火墙技术

随着计算机网络系统的迅速发展和广泛应用,网络及信息安全的问题越来越受到人们的高度重视.探讨了防火墙系统的结构以及防火墙系统功能、拓扑结构的选择.     

序列模式挖掘在网络告警分析中的应用

序列模式挖掘可以用来有效地发现网络系统中的告警关联知识.论文研究了序列模式挖掘在网络告警分析中的具体应用.首先,将挖掘过程分成了特定设备告警序列挖掘、同类设备告警序列挖掘和互联设备告警序列挖掘等3类,根据不同的用户意图来有效地确定挖掘范围,避免对无关数据的访问.为了进一步提高挖掘算法的执行效率,又提出了用于描述网络拓扑信息的拓扑约束,并设计了基于拓扑约束的互联设备告警序列模式挖掘算法.