随机图的广义3-连通度

图的广义连通度的概念是由Chartrand等人引入的.令S表示图G的一个非空顶点集,κ(S)表示图G中连结S的内部不交树的最大数目.那么,对任意一个满足2≤r≤n的整数r,定义G的广义r-连通度为所有κ(S)中的最小值,其中S取遍G的顶点集合的r-元子集.显然,κ_2(G)=κ(G),即为图G的顶点连通度.所以广义连通度是经典连通度的一个自然推广.本文研究了随机图的广义3-连通度,证明了对任一给定的整数k,k≥1,p=(log n+(k+1)log long n-log lon logn)/n是关于性质κ_3(G(n,p))≥k的紧阈值函数.我们得到的结果可以看作是Bollobas和Thomason给出的关于经典连通度结果的推广.     

一维紧邻时间随机环境下可逗留随机游动的有关性质

给出了可数状态空间中时间随机环境下可逗留随机游动的一个统一模型,对于一维紧邻时间随机环境下的随机游动,在一定的条件下,讨论它的极限性质和中心极限定理,该结论类似于空间随机环境下的随机游动的有关结论.     

一类无标度随机图的度序列

本文从-个新的角度对-类随机图的度序列进行了分析.证明了此模型度分布的存在性,得到了网络规模比较大的情况下度为七的节点所占比例数的表达式.此外,我们还将模型扩展到每个时间步增加边数为随机变量的情形,得到了类似的结论.     

随机有向Cayley图的连通度

本文证明了几乎所有有向Ｃａｙｌｅｙ图的连通度为其正则出度。     

图的代数连通度的界(英文)

本文首先给出了简单图的度序列的平方和的上界,利用这些结果,求出了简单图的代数连通度的几个上下界并确定了它们的临界图。另外,文章也给出了加权图的代数连通度的一个下界。     

随机有向循环图的连通度

In this paper, we prove that almost all circulant digraphs are strongly connected. Furthermore, for any given positive integer m, we show that almost every circulant digraph C has connectivity at least m/1 m(d(C) 1), where d(C) is the vertex degree of C.     

随机增长网络的度分布

增长和择优机制是无标度网络中的两种重要的演化机制,在分析BA模型的基础上,提出了一种新的节点增长方式,即考虑了新增节点的连边数是随机变量的情况,从而建立了随机增长网络模型,并利用随机过程理论得到了在这种增长方式下网络的度分布,结果表明这个网络是无标度网络。     

一类连续时间参数的随机图过程的平稳分布

A continuous-time random graph process with state space consisting of the simple and directed graphs on N vertices is introduced.We obtain the stationary distribution of the process under different couditions and prove that the stationary distribution is unique.     

强混合平稳序列的随机容量,随机秩顺序统计量的极限分布

§1.引言 设{X_n,n≥1}为严平稳随机序列,一维边际分布函数为F(x),W_1(n)≤W_2~(n)≤…≤W_n~(n)为X_1,X_2,…,X_n的顺序统计量.若K_n≤n为正整数列,则称W_K_n~(n)为非随机秩顺序统计量,秩为K_n;若M_n,N_n,n≥1为两正整值随机序列,N_n≤M_n,a.e.,     

极图度的分布

图 G的围长是指 G中最短圈的长度 ;若 G没有圈 ,则定义 G的围长为无究大 .本文研究有 v个顶点 ,围长至少为 n+1图的最大边数 ,记作 ex{ v,{ C3 ,C4 ,… ,Cn} ) .我们称这种围长至少为 n+1,并具有最多边的图为极图 .我们将讨论这种极图的一个重要性质 ,即极图度的分布     

Local Limit Theorems for Sequences of Simple Random Walks on Graphs

In this article, local limit theorems for sequences of simple random walks on graphs are established. The results formulated are motivated by a variety of random graph models, and explanations are provided as to how they apply to supercritical percolation clusters, graph trees converging to the continuum random tree and the homogenisation problem for nested fractals. A subsequential local limit theorem for the simple random walks on generalised Sierpinski carpet graphs is also presented.      

Large Deviations in Generalized Random Graphs with Node Weights

Generalized random graphs are considered where the presence or absence of an edge depends on the weights of its nodes. Our main interest is to investigate large deviations for the number of edges per node in such a generalized random graph, where the node weights are deterministic under some regularity conditions, as well as chosen i.i.d. from a finite set with positive components. When the node weights are random variables, obstacles arise because the independence among edges no longer exists, our main tools are some results of large deviations for mixtures. After calculating, our results show that the corresponding rate functions for the deterministic case and the random case are very different.     

Almost-sure central limit theorem for a Markov model of random walk in dynamical random environment

Summary We consider a model of random walk on ℤ^ν, ν≥2, in a dynamical random environment described by a field ξ={ξ _t (x): (t,x)∈ℤ^ν+1}. The random walk transition probabilities are taken as P(X _{t +1}= y|X _t = x,ξ _t =η) =P ₀( y−x)+ c(y−x;η(x)). We assume that the variables {ξ _t (x):(t,x) ∈ℤ^ν+1} are i.i.d., that both P ₀(u) and c(u;s) are finite range in u, and that the random term c(u;·) is small and with zero average. We prove that the C.L.T. holds almost-surely, with the same parameters as for P ₀, for all ν≥2. For ν≥3 there is a finite random (i.e., dependent on ξ) correction to the average of X _t , and there is a corresponding random correction of order to the C.L.T.. For ν≥5 there is a finite random correction to the covariance matrix of X _t and a corresponding correction of order to the C.L.T.. Proofs are based on some new L ^p estimates for a class of functionals of the field. Received: 4 January 1996/In revised form: 26 May 1997     

Goodness of Fit of Logistic Regression Models for Random Graphs

Logistic regression is a natural and simple tool to understand how covariates contribute to explain the topology of a binary network. Once the model is fitted, the practitioner is interested in the goodness of fit of the regression to check if the covariates are sufficient to explain the whole topology of the network and, if they are not, to analyze the residual structure. To address this problem, we introduce a generic model that combines logistic regression with a network-oriented residual term. This residual term takes the form of the graphon function of a W-graph. Using a variational Bayes framework, we infer the residual graphon by averaging over a series of blockwise constant functions. This approach allows us to define a generic goodness-of-fit criterion, which corresponds to the posterior probability for the residual graphon to be constant. Experiments on toy data are carried out to assess the accuracy of the procedure. Several networks from social sciences and ecology are studied to illustrate the proposed methodology. Supplementary material for this article is available online.     

关于任意非负随机序列随机和的一类随机偏差定理

本文引入任意随机变量序列随机极限对数似然比概念,作为任意相依随机序列联合分布与其边缘乘积分布“不相似”性的一种度量,利用构造新的密度函数方法来建立几乎处处收敛的上鞅,在适当的条件下,给出了任意受控随机序列的一类随机偏差定理.     

Central limit theorems for random polytopes in a smooth convex set

Let K be a smooth convex set with volume one in Rd. Choose n random points in K independently according to the uniform distribution. The convex hull of these points, denoted by Kn, is called a random polytope. We prove that several key functionals of Kn satisfy the central limit theorem as n tends to infinity.     

笛卡尔乘积图里的最小k-路点覆盖

对于子集$S\subseteq V(G)$,如果图$G$里的每一条$k$路都至少包含$S$中的一个点,那么我们称集合$S$是图$G$的一个$k$-路点覆盖.很明显,这个子集并不唯一.我们称最小的$k$-路点覆盖的基数为$k$-路点覆盖数, 记作$\psi_k(G)$.本文给出了一些笛卡尔乘积图上$\psi_k(G)$值的上界或下界.     

泛连通图的Faudree-Schelp定理和哈密尔顿连通图的Ore定理的注记

In this note more short proofs are given for Faudree-Schelp theorem and Ore theorem.