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New versions of Suen's correlation inequality 孙相关不等式的新版本
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C467::AID-RSA15%3E3.0.CO;2-W
S. Janson
1. Introduction Suen 8] found a remarkable correlation inequality, giving estimates for the probability that a collection of dependent random indicator variables vanish simultaneously, or in other words, for the probability that none of a collection of dependent events occurs. The present author 4, 3] has found similar inequalities for a much more restricted situation; when applicable, these inequalities are somewhat better than Suen's, although the diierence is negligible in many cases. (See Section 8 below.) Those inequalities have been used by several diierent authors for a variety of problems; there are, however, many situations where they are not applicable (see 8, 5] for two examples) and then Suen's inequality is a very attractive choice. The purpose of the present note is to present some improvements and mod-iications of Suen's original inequality which (we hope) will be easy to apply in diierent situations. The estimates considered here are exponential (unlike for example Cheby-shev's inequality), in the sense that they typically are similar to the estimate exp() for the independent case, where is the expected number of events. They are thus aimed at the case when the studied probability is very small, and has to be shown to be very small. In many applications, constants oc-curing in the estimates, even in the exponents, are immaterial; on the other hand, there are applications where very precise estimates are desired. For this reason, and because diierent versions of the inequality turn out to be useful in diierent situations, we will give several diierent versions of our estimates. We give several upper bounds to the probability of simultaneous vanishing of a collection of indicator variables in Section 3; these are perhaps the main results of the paper. We give some corresponding lower bounds in Section 4, and in Section 5 an upper bound for the probability that only a few of the variables are non-zero. Section 6 contains the proofs of the results, while Section 7 contains three examples related to the sharpness of the results. Finally, Section 8 contains a short discussion of the results and some open problems. Acknowledgement. This paper has beneetted from discussions with par
1. Suen 8]发现了一个显著的相关不等式,给出了一组相关随机指标变量同时消失的概率,或者换句话说,一组相关事件不发生的概率。目前的作者[4,3]已经在一个更有限的情况下发现了类似的不等式;在适用的情况下,这些不等式比Suen的不等式要好一些,尽管在许多情况下这种差异可以忽略不计。(见下文第8节。)这些不等式已经被几个不同的作者用来解决各种各样的问题;然而,在许多情况下,它们并不适用(参见8,5]的两个例子),然后Suen不等式是一个非常有吸引力的选择。本说明的目的是对孙的原始不等式进行一些改进和修改,(我们希望)这些改进和修改将很容易应用于不同的情况。这里考虑的估计是指数的(不像Cheby-shev不等式),从某种意义上说,它们通常类似于独立情况下的估计exp(),其中是期望的事件数。因此,它们针对的是研究概率非常小的情况,并且必须证明它非常小。在许多应用中,估计中的常数,甚至在指数中,都是无关紧要的;另一方面,有些应用程序需要非常精确的估计。由于这个原因,也因为不等式的不同版本在不同的情况下是有用的,我们将给出几个不同版本的估计。在第3节中,我们给出了指标变量集合同时消失的概率的几个上界;这些可能是这篇论文的主要结果。我们在第4节给出了相应的下界,在第5节给出了只有少数变量不为零的概率的上界。第6节包含结果的证明,而第7节包含三个与结果的清晰度有关的例子。最后,第8节包含对结果和一些开放问题的简短讨论。确认。本文得益于与par的讨论
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引用次数: 91
Small sublattices in random subsets of Boolean lattices 布尔格随机子集中的小子格
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C383::AID-RSA10%3E3.0.CO;2-0
Bernd Kreuter
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引用次数: 8
A generating functions approach for the analysis of grand averages for multiple QUICKSELECT 用于分析多个QUICKSELECT的大平均值的生成函数方法
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C189::AID-RSA1%3E3.0.CO;2-R
A. Panholzer, H. Prodinger
Hoare’s FIND algorithm can be used to select p specified order statistics n Ž . 4 j , . . . , j from a file of n elements simultaneously. Averaging over all subsets of 1, . . . , n p 1 p defines the grand a ̈erages of the number of passes and comparisons. We use a generating functions approach to compute averages and variances of these parameters. Additionally, we sketch analogous developments for the instance of median-of-three partition and binary Ž . Catalan trees. Q 1998 John Wiley & Sons, Inc. Random Struct. Alg., 13, 189]209, 1998
Hoare的FIND算法可用于选择p指定阶统计量n Ž。4、……同时从n个元素的文件中取出j。对1,…的所有子集求平均值。, n p 1 p定义了传递和比较次数的大平均值。我们使用生成函数方法来计算这些参数的平均值和方差。此外,我们概述了类似的开发实例的中位数的三个分区和二进制Ž。加泰罗尼亚的树木。John Wiley & Sons, Inc.;随机结构。Alg。[j]中国农业科学,1999,19 (2):1 - 4
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引用次数: 29
A more rapidly mixing Markov chain for graph colorings 图着色的一种更快速的混合马尔可夫链
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C285::AID-RSA6%3E3.0.CO;2-R
M. Dyer, Catherine S. Greenhill
We define a new Markov chain on (proper) k-colorings of graphs, and relate its convergence properties to the maximum degree Δ of the graph. The chain is shown to have bounds on convergence time appreciably better than those for the well-known Jerrum/Salas–Sokal chain in most circumstances. For the case k=2Δ, we provide a dramatic decrease in running time. We also show improvements whenever the graph is regular, or fewer than 3Δ colors are used. The results are established using the method of path coupling. We indicate that our analysis is tight by showing that the couplings used are optimal in a sense which we define. © 1998 John Wiley & Sons, Inc. Random Struct. Alg., 13: 285–317, 1998
我们在图的(适当)k色上定义了一个新的马尔可夫链,并将其收敛性与图的最大次Δ联系起来。在大多数情况下,该链的收敛时间界限明显优于众所周知的Jerrum/ Salas-Sokal链。对于k=2Δ的情况,我们提供了运行时间的显著减少。当图形是规则的,或者使用的颜色少于3Δ时,我们也会显示改进。采用路径耦合的方法建立了计算结果。我们通过表明所使用的耦合在我们定义的意义上是最优的来表明我们的分析是紧密的。©1998 John Wiley & Sons, Inc随机结构。Alg。中文信息学报,13:285-317,1998
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引用次数: 72
The largest tree in certain models of random forests 在某些随机森林模型中最大的树
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C211::AID-RSA2%3E3.0.CO;2-Y
L. Mutafchiev
We consider four families of forests on n vertices: labeled and unlabeled forests containing rooted and unrooted trees, respectively. A forest is chosen uniformly from one of the given four families. The limiting distribution of the size of its largest tree is then studied as na`. Convergences to discrete distributions depending on 1r2and 3r2-stable probability densities are established. It turns out that 1r2-stability parameter appears when Ž the random forest consists of rooted trees only. Otherwise i.e., when it contains only . unrooted trees , this parameter is 3r2. Furthermore, we show that the labels’ deletion of forest’s vertices does not change the corresponding limiting law in general; it changes the values of some scaling and additive parameters of the limiting distributions that we obtain. Q 1998 John Wiley & Sons, Inc. Random Struct. Alg., 13, 211]228, 1998
我们在n个顶点上考虑四种森林:分别包含有根和无根树木的标记和未标记森林。从给定的四科中均匀地选择一片森林。然后研究其最大树的大小的极限分布为na '。建立了依赖于1r2和3r2稳定概率密度的离散分布收敛性。结果表明,当Ž随机森林仅由有根树组成时,出现1r2-stability参数。否则,即当它只包含。无根树,该参数为3r2。此外,我们还发现,标签对森林顶点的删除一般不会改变相应的限制规律;它改变了我们得到的极限分布的一些缩放参数和附加参数的值。John Wiley & Sons, Inc.;随机结构。Alg。[j]中国农业科学,1998,18 (2):1 - 8
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引用次数: 9
Normal approximations of the number of records in geometrically distributed random variables 在几何分布的随机变量中记录数的正态近似
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C319::AID-RSA7%3E3.0.CO;2-Y
Z. Bai, Hsien-Kuei Hwang, Wen-Qi Liang
We establish the asymptotic normality of the number of upper records in a sequence of iid geometric random variables. Large deviations and local limit theorems as well as approximation theorems for the number of lower records are also derived.
我们建立了iid几何随机变量序列上记录数的渐近正态性。并推导了大偏差定理和局部极限定理,以及下记录数的近似定理。
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引用次数: 26
Random unary predicates: Almost sure theories and countable models 随机一元谓词:几乎确定的理论和可数的模型
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C229::AID-RSA3%3E3.0.CO;2-X
J. Spencer, K. S. John
Let Un, p be the random unary predicate and Tk be the almost sure first-order theory of Un, p under the linear ordering, where k is a positive integer and n−1/k≪p(n)≪n−1/(k+1). For each k, we give an axiomatization for the theory Tk. We find a model ℳk of Tk of order type roughly that of Zk and show that no other models of Tk exist of smaller size. © 1998 John Wiley & Sons, Inc. Random Struct. Alg., 13: 229–248, 1998
设Un, p为随机一元谓词,Tk为线性排序下Un, p的几乎确定一阶理论,其中k为正整数且n - 1/k≪p(n)≪n - 1/(k+1)。对于每一个k,我们给出理论Tk的公理化。我们发现了Tk的一个阶型模型k,其阶型与Zk的阶型大致相同,并且证明了没有比Tk更小的模型存在。©1998 John Wiley & Sons, Inc随机结构。Alg。中文信息学报,13:229-248,1998
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引用次数: 7
Random disease on the square grid 方格上的随机疾病
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C409::AID-RSA11%3E3.0.CO;2-U
J. Balogh, G. Pete
We introduce some generalizations of a nice combinatorial problem, the central notion of which is the so-called Disease Process. Let us color independently each square of an n×n chessboard black with a probability p(n), this is a random initial configuration of our process. Then we have a deterministic painting or expansion rule, and the question is the behaviour of the disease process determined by this rule of spreading. In particular, how large p(n) must be for painting the whole chessboard black? The main result of this paper is the almost exact determination of the threshold function in the fundamental case of this Random Disease Problem. Further investigations are involved about the general randomized and deterministic cases.
我们介绍了一个很好的组合问题的一些概括,其核心概念是所谓的疾病过程。让我们以p(n)的概率独立地为n×n棋盘的每个方格涂上黑色,这是我们过程的随机初始配置。然后我们有一个确定性的绘画或扩展规则,问题是疾病过程的行为是由这个传播规则决定的。特别是,p(n)要多大才能把整个棋盘涂成黑色?本文的主要成果是在该随机疾病问题的基本情况下,几乎精确地确定了阈值函数。对一般随机和确定性病例进行进一步调查。
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引用次数: 89
Convergence of branching processes to the local time of a Bessel process 分支过程收敛于贝塞尔过程的局部时间
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C423::AID-RSA12%3E3.0.CO;2-%23
Bernhard Gittenberger
We study Galton–Watson branching processes conditioned on the total progeny to be n which are scaled by a sequence cn tending to infinity as . It is shown that this process weakly converges to the total local time of a two-sided three-dimensional Bessel process. This is done by means of characteristic functions and a generating function approach. © 1998 John Wiley & Sons, Inc. Random Struct. Alg., 13: 423–438, 1998
我们研究了以总子代为n为条件的高尔顿-沃森分支过程,该分支过程被一个趋于无穷的序列cn缩放为。结果表明,该过程弱收敛于双面三维贝塞尔过程的总局部时间。这是通过特征函数和生成函数的方法来实现的。©1998 John Wiley & Sons, Inc随机结构。Alg。中文信息学报,13:423-438,1998
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引用次数: 13
Analysis of Ben-Or's polynomial irreducibility test Ben-Or多项式不可约性检验的分析
Pub Date : 1998-10-01 DOI: 10.1002/(SICI)1098-2418(199810/12)13:3/4%3C439::AID-RSA13%3E3.0.CO;2-U
D. Panario, Bruce Richmond
We give a precise average-case analysis of Ben-Or's algorithm for testing the irreducibility of polynomials over finite fields. First, we study the probability that a random polynomial of degree n over q contains no irreducible factors of degree less than m, 1≤m≤n. The results are given in terms of the Buchstab function. Then, we compute the expectation and variance of the smallest degree among the irreducible factors of a random polynomial. The analysis of Ben-Or's algorithm readily follows from this expectation. We also compute the probability of a polynomial being irreducible when it has no irreducible factors of degree less than m, 1≤m≤n. This probability is useful in the analysis of some algorithms for factoring polynomials over finite fields. © 1998 John Wiley & Sons, Inc. Random Struct. Alg., 13: 439–456, 1998
给出了有限域上检验多项式不可约性的Ben-Or算法的精确平均情况分析。首先,我们研究了n / q阶随机多项式不包含小于m阶且1≤m≤n的不可约因子的概率。结果以Buchstab函数的形式给出。然后,我们计算随机多项式的不可约因子中最小次的期望和方差。本-奥算法的分析很容易从这个期望中得出。我们还计算了当多项式不存在小于m且1≤m≤n的不可约因子时多项式不可约的概率。这个概率在分析有限域上多项式因式分解的一些算法时是有用的。©1998 John Wiley & Sons, Inc随机结构。Alg。中文信息学报,13:439-456,1998
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引用次数: 25
期刊
Random Struct. Algorithms
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