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Several strong results on neural network approximation capability obtained in this dissertation are important in the approximation theory and applications of neural networks.

本文系统地研究了多层神经网络的非线性逼近能力,给出了多层网络可一致逼近有限维空间R〓紧集上的连续函数、无穷维函数空间紧集上的连续泛函和连续算子以及布尔函数的理论证明。

On this basis, we give the characterization of the compact set in E〓,τ

引入了模糊数网的最终等度左连续概念,利用它得到了模糊数序列在水平收敛意义下存在极限的一个充要条件,在此基础上给出了空间E〓,τ(l中紧集的特征刻画,即空间E〓,τ(l中的闭集U是紧的当且仅当U一致支集有界,且U的每个网有在(0,1上最终等度左连续、在λ=0处最终等度右连续的子网。

We introduce the notion of fuzzy-valued continuous function on a compact set K in a metric space, and discuss its properties; On this base, we study the uniformly d∞-convergence of a sequence of fuzzy-valued continuous function on K. We prove that the space of fuzzy-valued continuous functions on K, i.e. C(K, E1), is a complete metric space with respect to the metric D.

引入了定义在某度量空间的紧子集K上的模糊数值连续函数和水平连续函数的概念,讨论了它们的某些性质;在此基础上,研究了K上模糊数值连续函数列的一致d∞-收敛性,证明了K上模糊数值连续函数空间C(K, E1)关于度量 D 构成一个完备的度量空间。

Suppose C is a Graph with k loops andf: G 梸- G is a continuous map with at least a peri- odic point. We prove the following three conditions are equivalent:(1) f is equicontinuous;(2) One of the following End + 2k + 1 conditions holds: in FJm.~0(E~+2L!= flJ1,m = l,2,挃,End J=1 + 2k; 1 0 = flf is a ioop on Gandf I~:0?- 0 is conjugate j=1 to a rational rotation;(3) One of the following End + 2k + 1 conditions holds: k m Lfl.m/~oE~(G+2i!~ is uniformly convergent, m = 1,2,,End+2k; n There is a poistive integer number n,~~~ is uniformly convergent.

假设G是含有k个圈的图,f是G到自身上的连续映射,并且至少有一个周期点,我们证明了下列三条陈述是等价的:(1)f是等度连续的;(2)下列End+2k+1个条件之一成立: m)F l)O=是G的一个圈,且fl_o:O→O共轭于一个有理旋转;(3)下列End+2k+1个条件之一成立: m)是一致收敛的,m=1,2,…,End+2k; l)存在某个正整数n,是一致收敛的。

If the topology is fixed and time-invariant, the consensus value of discrete-time systems also globally asymptotically converges to the convex combination of initial states, which is identical to continuous systems.

如果多智能体网络系统的拓扑结构没有改变,在离散状态下系统的一致平衡点仍收敛于初始状态的凸组合,并且离散状态下系统的一致平衡点与连续状态下系统的一致平衡点相等。

At last the results have been applied to the tracking problem of a class of mechanical systems with discontinuous friction term. Chapter 3 mainly deals with uniformly ultimate boundedness of a class of nonautonomous systems with discontinuous right-hand sides and corresponding perturbed systems (in the sense of Filippov solutions). The definitions of globally uniformly strongly ultimate boundedness and globally uniformly weakly ultimate boundedness of discontinuous systems and the definition of globally equiuniformly strongly ultimate boundedness of corresponding perturbed systems are presented firstly.

首次给出不连续系统全局强一致最终有界、全局弱一致最终有界的定义,以及针对于扰动系统的全局强等度一致最终有界性的定义,并基于非光滑的Lyapunov函数得到了不连续系统全局一致强、弱最终有界的Lyapunov定理和扰动系统全局强等度一致最终有界性的Lyapunov定理。

To generalize convex functions, Zalinescu introduced the concepts of uniformly convex functions in 1983, and discussed some properties for them;under the conditions of upper semicontinuity and lower semicontinuity, some equivalent conditions were given by Yang in 1998, so that criteria for uniformly convex functions are simplified.

作为对凸函数的推广,1983年Zalinescu提出了一致凸函数的概念,并讨论了它们的一些性质特点;1998年Yang在上半连续和下半连续条件下给出了一致凸函数的一些等价条件,简化了一致凸性函数类的判别条件。

It shows that the δ-derivative is identical with the derivative of finite discrete function when the sample points are increased.

引入了连续函数的δ导数新概念,研究表明,在采样点无限增多的情形下,它与有限离散函数导数概念相一致;在极限情形下,它与常规意义下连续函数导数概念相一致。

Chui and Chun Li studied the construction and decomposition of wavelets in the space of bounded uniformly continuous functions on R.

相关的插值多分辨分析概念,给出了R~2上有界一致连续函数空间的稳定的小波生成元的构造。

In the forth chapter, the convergence problem of three Ishikawa and modified three Ishikawa iterative sequences under uniformly continuousΦ-strongly pseudo-contractive mapping and approximating pseudo-contractive mapping is

第四章主要讨论了三重迭代序列以及修改了的三重迭代序列在一致连续的Φ-强伪压缩映射、渐近伪压缩映象下的收敛问题,给出了其判别准则和结论描述。

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Do not gum up the work by telling mother what we are going to do .

别告诉母亲我们要干的事,那会把事情搞糟的。

In recent years, application of the partial prestressed concrete beam s is developed.

近年来,随着部分预应力砼梁应用的推广,发现我国规范所采用的名义拉应力法的计算结果不稳定。

Gorky once said:"If it is not a book, I'd be stupid and indecent drowning."

高尔基曾说:"如果不是书籍的话,我就要被愚蠢和下流淹死。"