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Analysis of non-reversible Markov chains via similarity orbits 基于相似轨道的不可逆马尔可夫链分析
Pub Date : 2019-12-23 DOI: 10.1017/S0963548320000024
Michael C. H. Choi, P. Patie
Abstract In this paper we develop an in-depth analysis of non-reversible Markov chains on denumerable state space from a similarity orbit perspective. In particular, we study the class of Markov chains whose transition kernel is in the similarity orbit of a normal transition kernel, such as that of birth–death chains or reversible Markov chains. We start by identifying a set of sufficient conditions for a Markov chain to belong to the similarity orbit of a birth–death chain. As by-products, we obtain a spectral representation in terms of non-self-adjoint resolutions of identity in the sense of Dunford [21] and offer a detailed analysis on the convergence rate, separation cutoff and L2-cutoff of this class of non-reversible Markov chains. We also look into the problem of estimating the integral functionals from discrete observations for this class. In the last part of this paper we investigate a particular similarity orbit of reversible Markov kernels, which we call the pure birth orbit, and analyse various possibly non-reversible variants of classical birth–death processes in this orbit.
摘要本文从相似轨道的角度深入分析了不可数状态空间上的不可逆马尔可夫链。特别地,我们研究了一类转移核在正常转移核相似轨道上的马尔可夫链,如生-死链或可逆马尔可夫链。我们首先确定了马尔可夫链属于生灭链相似轨道的一组充分条件。作为副产物,我们得到了Dunford意义上恒等的非自伴随分辨率的谱表示[21],并详细分析了这类不可逆马尔可夫链的收敛速率、分离截止和l2截止。我们也研究了从离散观测中估计积分泛函的问题。在本文的最后一部分,我们研究了可逆马尔可夫核的一种特殊的相似轨道,我们称之为纯出生轨道,并分析了该轨道上经典出生-死亡过程的各种可能的不可逆变体。
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引用次数: 5
On the subgraph query problem 关于子图查询问题
Pub Date : 2019-11-11 DOI: 10.1017/S0963548320000218
Ryan Alweiss, Chady Ben Hamida, Xiaoyu He, Alexander Moreira
Abstract Given a fixed graph H, a real number p (0, 1) and an infinite Erdös–Rényi graph G ∼ G(∞, p), how many adjacency queries do we have to make to find a copy of H inside G with probability at least 1/2? Determining this number f(H, p) is a variant of the subgraph query problem introduced by Ferber, Krivelevich, Sudakov and Vieira. For every graph H, we improve the trivial upper bound of f(H, p) = O(p−d), where d is the degeneracy of H, by exhibiting an algorithm that finds a copy of H in time O(p−d) as p goes to 0. Furthermore, we prove that there are 2-degenerate graphs which require p−2+o(1) queries, showing for the first time that there exist graphs H for which f(H, p) does not grow like a constant power of p−1 as p goes to 0. Finally, we answer a question of Feige, Gamarnik, Neeman, Rácz and Tetali by showing that for any δ < 2, there exists α < 2 such that one cannot find a clique of order α log2 n in G(n, 1/2) in nδ queries.
给定一个固定的图H,一个实数p(0,1)和一个无限的Erdös-Rényi图G ~ G(∞,p),我们需要进行多少次邻接查询才能以至少1/2的概率在G内找到H的副本?确定这个数f(H, p)是Ferber, Krivelevich, Sudakov和Vieira引入的子图查询问题的一个变体。对于每一个图H,我们改进了f(H, p) = O(p - d)的平凡上界,其中d是H的简并度,通过展示一种算法,当p趋于0时,在O(p - d)时间内找到H的副本。进一步证明了存在需要p−2+o(1)次查询的2-退化图,首次证明了当p趋于0时f(H, p)不以p−1的常数幂增长的图H的存在。最后,我们回答了Feige, Gamarnik, Neeman, Rácz和Tetali的一个问题,证明了对于任意δ < 2,存在α < 2使得在nδ查询中不能在G(n, 1/2)中找到阶为α log2n的团。
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引用次数: 7
Eigenvalues and triangles in graphs 图中的特征值和三角形
Pub Date : 2019-10-28 DOI: 10.1017/S0963548320000462
Huiqiu Lin, Bo Ning, Baoyindureng Wu
Abstract Bollobás and Nikiforov (J. Combin. Theory Ser. B. 97 (2007) 859–865) conjectured the following. If G is a Kr+1-free graph on at least r+1 vertices and m edges, then ${rm{lambda }}_1^2(G) + {rm{lambda }}_2^2(G) le (r - 1)/r cdot 2m$, where λ1 (G)and λ2 (G) are the largest and the second largest eigenvalues of the adjacency matrix A(G), respectively. In this paper we confirm the conjecture in the case r=2, by using tools from doubly stochastic matrix theory, and also characterize all families of extremal graphs. Motivated by classic theorems due to Erdös and Nosal respectively, we prove that every non-bipartite graph of order and size contains a triangle if one of the following is true: (i) ${{rm{lambda }}_1}(G) ge sqrt {m - 1} $ and $G ne {C_5} cup (n - 5){K_1}$, and (ii) ${{rm{lambda }}_1}(G) ge {{rm{lambda }}_1}(S({K_{[(n - 1)/2],[(n - 1)/2]}}))$ and $G ne S({K_{[(n - 1)/2],[(n - 1)/2]}})$, where $S({K_{[(n - 1)/2],[(n - 1)/2]}})$ is obtained from ${K_{[(n - 1)/2],[(n - 1)/2]}}$ by subdividing an edge. Both conditions are best possible. We conclude this paper with some open problems.
摘要Bollobás和Nikiforov (J. Combin。理论SerB. 97(2007) 859-865)推测如下。如果G是一个至少有r+1个顶点和m条边的无Kr+1的图,则${rm{lambda }}_1^2(G) + {rm{lambda }}_2^2(G) le (r - 1)/r cdot 2m$,其中λ1 (G)和λ2 (G)分别是邻接矩阵a (G)的最大和第二大特征值。本文利用双随机矩阵理论的工具,证实了r=2情况下的猜想,并刻画了极值图的所有族。在分别由Erdös和Nosal给出的经典定理的启发下,我们证明了如果下列条件之一成立,则每个阶数和大小的非二部图都包含一个三角形:(i) ${{rm{lambda }}_1}(G) ge sqrt {m - 1} $和$G ne {C_5} cup (n - 5){K_1}$,以及(ii) ${{rm{lambda }}_1}(G) ge {{rm{lambda }}_1}(S({K_{[(n - 1)/2],[(n - 1)/2]}}))$和$G ne S({K_{[(n - 1)/2],[(n - 1)/2]}})$,其中$S({K_{[(n - 1)/2],[(n - 1)/2]}})$是通过细分一条边从${K_{[(n - 1)/2],[(n - 1)/2]}}$得到的。这两种情况都是最好的。最后,我们提出了一些有待解决的问题。
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引用次数: 54
Extensions of the Erdős–Gallai theorem and Luo’s theorem Erdős-Gallai定理和罗定理的推广
Pub Date : 2019-10-08 DOI: 10.1017/S0963548319000269
Bo Ning, Xing Peng
Abstract The famous Erdős–Gallai theorem on the Turán number of paths states that every graph with n vertices and m edges contains a path with at least (2m)/n edges. In this note, we first establish a simple but novel extension of the Erdős–Gallai theorem by proving that every graph G contains a path with at least $${{(s + 1){N_{s + 1}}(G)} over {{N_s}(G)}} + s - 1$$ edges, where Nj(G) denotes the number of j-cliques in G for 1≤ j ≤ ω(G). We also construct a family of graphs which shows our extension improves the estimate given by the Erdős–Gallai theorem. Among applications, we show, for example, that the main results of [20], which are on the maximum possible number of s-cliques in an n-vertex graph without a path with ℓ vertices (and without cycles of length at least c), can be easily deduced from this extension. Indeed, to prove these results, Luo [20] generalized a classical theorem of Kopylov and established a tight upper bound on the number of s-cliques in an n-vertex 2-connected graph with circumference less than c. We prove a similar result for an n-vertex 2-connected graph with circumference less than c and large minimum degree. We conclude this paper with an application of our results to a problem from spectral extremal graph theory on consecutive lengths of cycles in graphs.
著名的Turán条路径数Erdős-Gallai定理指出,每一个有n个顶点和m条边的图都包含一条至少有(2m)/n条边的路径。在这篇笔记中,我们首先通过证明每个图G包含至少有$${{(s + 1){N_{s + 1}}(G)} over {{N_s}(G)}} + s - 1$$条边的路径来建立Erdős-Gallai定理的一个简单而新颖的扩展,其中Nj(G)表示当1≤j≤ω(G)时,G中j-团的个数。我们还构造了一组图,证明我们的推广改进了Erdős-Gallai定理给出的估计。例如,在应用中,我们证明了[20]的主要结果可以很容易地从这个扩展中推导出来,这些结果是关于在一个n顶点图中不存在具有r顶点的路径(并且不存在长度至少为c的循环)的s-团的最大可能数量。实际上,为了证明这些结果,Luo[20]推广了Kopylov的经典定理,并建立了周长小于c的n顶点2连通图中s-团数的紧上界。对于周长小于c且最小度较大的n顶点2连通图,我们证明了类似的结果。最后,我们将所得结果应用于图中关于连续循环长度的谱极值图论问题。
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引用次数: 30
A pair degree condition for Hamiltonian cycles in 3-uniform hypergraphs 3-一致超图中哈密顿环的一对度条件
Pub Date : 2019-10-07 DOI: 10.1017/s096354832300007x
B. Schülke
We prove a new sufficient pair degree condition for tight Hamiltonian cycles in $3$ -uniform hypergraphs that (asymptotically) improves the best known pair degree condition due to Rödl, Ruciński, and Szemerédi. For graphs, Chvátal characterised all those sequences of integers for which every pointwise larger (or equal) degree sequence guarantees the existence of a Hamiltonian cycle. A step towards Chvátal’s theorem was taken by Pósa, who improved on Dirac’s tight minimum degree condition for Hamiltonian cycles by showing that a certain weaker condition on the degree sequence of a graph already yields a Hamiltonian cycle. In this work, we take a similar step towards a full characterisation of all pair degree matrices that ensure the existence of tight Hamiltonian cycles in $3$ -uniform hypergraphs by proving a $3$ -uniform analogue of Pósa’s result. In particular, our result strengthens the asymptotic version of the result by Rödl, Ruciński, and Szemerédi.
我们证明了$3$ -一致超图中紧哈密顿环的一个新的充分对度条件,它(渐近地)改进了由Rödl, Ruciński和szemer所引起的最著名的对度条件。对于图,Chvátal描述了所有那些整数序列,其中每个点向较大(或相等)度序列保证哈密顿循环的存在。向Chvátal定理迈进了一步的是Pósa,他改进了狄拉克关于哈密顿圈的严格最小度条件,证明了图的度数序列上的某个较弱的条件已经产生了哈密顿圈。在这项工作中,我们采取了类似的步骤,通过证明Pósa结果的$3$一致模拟,向确保$3$一致超图中紧哈密顿环存在的所有对度矩阵的完整表征。特别地,我们的结果通过Rödl、Ruciński和szemeracimdi加强了结果的渐近版本。
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引用次数: 4
Unimodular random one-ended planar graphs are sofic 单模随机单端平面图是sofic
Pub Date : 2019-10-03 DOI: 10.1017/s0963548323000159
Ádám Timár
We prove that if a unimodular random graph is almost surely planar and has finite expected degree, then it has a combinatorial embedding into the plane which is also unimodular. This implies the claim in the title immediately by a theorem of Angel, Hutchcroft, Nachmias and Ray [2]. Our unimodular embedding also implies that all the dichotomy results of [2] about unimodular maps extend in the one-ended case to unimodular random planar graphs.
我们证明了如果一个单模随机图几乎肯定是平面的,并且期望度有限,那么它在这个平面上有一个组合嵌入,这个组合嵌入也是单模的。这直接暗示了题目中的主张,通过Angel, Hutchcroft, Nachmias和Ray b[2]的定理。我们的单模嵌入也意味着[2]关于单模映射的所有二分结果在单端情况下扩展到单模随机平面图。
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引用次数: 2
The Induced Removal Lemma in Sparse Graphs 稀疏图中的诱导去除引理
Pub Date : 2019-09-30 DOI: 10.1017/S0963548319000233
Shachar Sapir, A. Shapira
Abstract The induced removal lemma of Alon, Fischer, Krivelevich and Szegedy states that if an n-vertex graph G is ε-far from being induced H-free then G contains δH(ε) · nh induced copies of H. Improving upon the original proof, Conlon and Fox proved that 1/δH(ε)is at most a tower of height poly(1/ε), and asked if this bound can be further improved to a tower of height log(1/ε). In this paper we obtain such a bound for graphs G of density O(ε). We actually prove a more general result, which, as a special case, also gives a new proof of Fox’s bound for the (non-induced) removal lemma.
Alon, Fischer, Krivelevich和Szegedy的诱导去除引理表明,如果n顶点图G是ε-远不是诱导H-free,则G包含h的δH(ε)·nh诱导副本,Conlon和Fox在原始证明的基础上,证明了1/δH(ε)最多是一个高度为log(1/ε)的塔,并问这个界是否可以进一步改进为高度为log(1/ε)的塔。本文得到了密度为O(ε)的图G的一个界。我们实际上证明了一个更一般的结果,作为一个特例,它也给出了(非诱导)去除引理的Fox界的一个新的证明。
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引用次数: 1
On the Chromatic Number of Matching Kneser Graphs 关于匹配Kneser图的色数
Pub Date : 2019-09-12 DOI: 10.1017/S0963548319000178
M. Alishahi, H. Hajiabolhassan
Abstract In an earlier paper, the present authors (2015) introduced the altermatic number of graphs and used Tucker’s lemma, an equivalent combinatorial version of the Borsuk–Ulam theorem, to prove that the altermatic number is a lower bound for chromatic number. A matching Kneser graph is a graph whose vertex set consists of all matchings of a specified size in a host graph and two vertices are adjacent if their corresponding matchings are edge-disjoint. Some well-known families of graphs such as Kneser graphs, Schrijver graphs and permutation graphs can be represented by matching Kneser graphs. In this paper, unifying and generalizing some earlier works by Lovász (1978) and Schrijver (1978), we determine the chromatic number of a large family of matching Kneser graphs by specifying their altermatic number. In particular, we determine the chromatic number of these matching Kneser graphs in terms of the generalized Turán number of matchings.
在之前的一篇论文中,本文作者(2015)引入了图的备选数,并使用Borsuk-Ulam定理的等效组合版本Tucker引理证明了备选数是色数的下界。匹配Kneser图是这样一种图,它的顶点集由宿主图中指定大小的所有匹配组成,如果它们对应的匹配是边不相交的,则两个顶点相邻。一些著名的图族,如Kneser图、Schrijver图和置换图,可以用匹配的Kneser图来表示。本文在统一和推广Lovász(1978)和Schrijver(1978)的一些早期工作的基础上,通过指定一大族匹配Kneser图的互变数来确定它们的色数。特别地,我们用广义的Turán匹配数来确定这些匹配的Kneser图的色数。
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引用次数: 3
On the exponential growth rates of lattice animals and interfaces 关于晶格动物和界面的指数增长率
Pub Date : 2019-08-09 DOI: 10.1017/s0963548323000214
Agelos Georgakopoulos, C. Panagiotis
We introduce a formula for translating any upper bound on the percolation threshold of a lattice $G$ into a lower bound on the exponential growth rate of lattice animals $a(G)$ and vice versa. We exploit this in both directions. We obtain the rigorous lower bound ${dot{p}_c}({mathbb{Z}}^3)gt 0.2522$ for 3-dimensional site percolation. We also improve on the best known asymptotic bounds on $a({mathbb{Z}}^d)$ as $dto infty$ . Our formula remains valid if instead of lattice animals we enumerate certain subspecies called interfaces. Enumerating interfaces leads to functional duality formulas that are tightly connected to percolation and are not valid for lattice animals, as well as to strict inequalities for the percolation threshold. Incidentally, we prove that the rate of the exponential decay of the cluster size distribution of Bernoulli percolation is a continuous function of $pin (0,1)$ .
我们引入了一个公式,可以将晶格渗透阈值的上界$G$转化为晶格动物指数增长率的下界$a(G)$,反之亦然。我们在两个方向上都利用了这一点。我们得到了三维场地渗流的严格下界${dot{p}_c}({mathbb{Z}}^3)gt 0.2522$。我们还将$a({mathbb{Z}}^d)$上最著名的渐近界改进为$dto infty$。如果我们不列举点阵动物,而是列举称为界面的某些亚种,那么我们的公式仍然有效。枚举界面会导致与渗透紧密相关但对晶格动物无效的功能对偶公式,以及渗透阈值的严格不等式。顺便说一下,我们证明了伯努利渗透的簇大小分布的指数衰减率是$pin (0,1)$的连续函数。
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引用次数: 5
Ramsey upper density of infinite graphs 无限图的Ramsey上密度
Pub Date : 2019-07-30 DOI: 10.1017/s0963548323000093
Ander Lamaison
For a fixed infinite graph $H$ , we study the largest density of a monochromatic subgraph isomorphic to $H$ that can be found in every two-colouring of the edges of $K_{mathbb{N}}$ . This is called the Ramsey upper density of $H$ and was introduced by Erdős and Galvin in a restricted setting, and by DeBiasio and McKenney in general. Recently [4], the Ramsey upper density of the infinite path was determined. Here, we find the value of this density for all locally finite graphs $H$ up to a factor of 2, answering a question of DeBiasio and McKenney. We also find the exact density for a wide class of bipartite graphs, including all locally finite forests. Our approach relates this problem to the solution of an optimisation problem for continuous functions. We show that, under certain conditions, the density depends only on the chromatic number of $H$ , the number of components of $H$ and the expansion ratio $|N(I)|/|I|$ of the independent sets of $H$ .
对于一个固定无限图$H$,我们研究了$K_{mathbb{N}}$边的每一种双色中与$H$同构的单色子图$H$的最大密度。这被称为$H$的拉姆齐上密度,是由Erdős和Galvin在一个受限的环境中提出的,一般来说是由DeBiasio和McKenney提出的。最近b[4],确定了无限路径的Ramsey上密度。在这里,我们找到了所有局部有限图$H$的密度值,直到因子2,回答了DeBiasio和McKenney的问题。我们也找到了广泛的二部图的精确密度,包括所有的局部有限森林。我们的方法将这个问题与连续函数的优化问题的解决联系起来。我们证明了在一定条件下,密度只取决于$H$的色数、$H$的分量数和$H$的独立集的展开比$|N(I)|/|I|$。
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引用次数: 4
期刊
Combinatorics, Probability and Computing
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