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A basis- and integral-free representation of time-dependent perturbation theory via the Omega matrix calculus 通过欧米茄矩阵演算的时间相关微扰理论的无基和无积分表示
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2023-07-12 DOI: 10.4171/aihpd/173
Antônio Francisco Neto
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引用次数: 0
Noise effects in some stochastic evolution equations: Global existence and dependence on initial data 随机演化方程中的噪声效应:全局存在性及其对初始数据的依赖性
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2023-02-01 DOI: 10.1214/21-aihp1241
Hao Tang, Anita S Yang
In this paper, we consider the noise effects on a class of stochastic evolution equations including the stochastic Camassa– Holm equations with or without rotation. We first obtain the existence, uniqueness and a blow-up criterion of pathwise solutions in Sobolev space H with s > 3/2. Then we prove that strong enough noise can prevent blow-up with probability 1, which justifies the regularization effect of strong nonlinear noise in preventing singularities. Besides, such strengths of noise are estimated in different examples. Finally, for the interplay between regularization effect induced by the noise and the dependence on initial conditions, we introduce and investigate the stability of the exiting time and construct an example to show that the multiplicative noise cannot improve both the stability of the exiting time and the continuity of the dependence on initial data simultaneously. Résumé. Dans cet article, nous considérons les effets du bruit sur une classe d’équations d’évolution stochastiques y compris les équations stochastiques de Camassa–Holm avec ou sans rotation. Nous obtenons d’abord l’existence, l’unicité et un critère d’explosion de solutions pathwises dans l’espace de Sobolev H avec s > 3/2. Ensuite, nous prouvons qu’un bruit suffisamment fort peut empêcher l’explosion avec une probabilité de 1, ce qui justifie l’effet régularisant du bruit non linéaire fort dans la prévention des singularités. De plus, de telles forces de bruit sont estimées dans les examples différents. Enfin, pour l’interaction entre l’effet de régularisation induit par le bruit et la dépendance aux conditions initiales, nous introduisons et étudions la stabilité du temps de sortie et construisons un exemple pour montrer que le bruit multiplicatif ne peut pas améliorer simultanément la stabilité du temps de sortie et la continuité de la dépendance aux données initiales. MSC2020 subject classifications: Primary 60H15, 35Q51; Secondary 35A01, 35B30
本文考虑了噪声对一类随机演化方程的影响,其中包括有或无旋转的随机Camassa - Holm方程。首先得到了Sobolev空间H中s > 3/2的路径解的存在唯一性和爆破判据。然后,我们证明了足够强的噪声可以以1的概率防止爆炸,这证明了强非线性噪声在防止奇异性方面的正则化效果。此外,在不同的例子中估计了噪声的强度。最后,针对噪声引起的正则化效应与初始条件依赖性之间的相互作用,引入并研究了存在时间的稳定性,并构造了一个例子,表明乘性噪声不能同时提高存在时间的稳定性和对初始数据依赖性的连续性。的简历。在cet(中央东部东京)的文章中,鉴于les运用du散播关于一个架势等式中d以stochastiques y理解les方程stochastiques Camassa-Holm用或者无旋转。已知的存在性条件、单一性条件、爆炸解路径和Sobolev空间均大于3/2。套房,常识prouvons曲一个谣传说我们堡empecher l 'explosion用一个概率是1,ce, justifie l 'effet regularisant du散播非线性在预防des singularites堡。另外,它还可以强制计算出不同的栅格和栅格。最后,将“相互作用”和“影响”与“先决条件”和“先决条件”相结合,将“先决条件”与“先决条件”相结合,将“先决条件”与“先决条件”相结合,将“先决条件”与“先决条件”相结合,将“先决条件”与“先决条件”相结合,将“先决条件”与“先决条件”相结合,将“先决条件”与“先决条件”相结合。MSC2020学科分类:初级60H15, 35Q51;二级35A01, 35B30
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引用次数: 4
On the boundaries of the $m=2$ amplituhedron 在$m=2$振幅面体的边界上
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-12-22 DOI: 10.4171/aihpd/124
T. Łukowski
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引用次数: 1
The Erdős-Rényi-Shepp law of large numbers for ballistic random walk in random environment 随机环境下弹道随机行走的Erdős-Rényi-Shepp大数定律
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-11-01 DOI: 10.1214/21-aihp1210
Darcy Camargo, Y. Kifer, O. Zeitouni
We consider a one dimensional ballistic nearest-neighbor random walk in a random environment. We prove an Erdős-Rényi– Shepp strong law for the increments. 1. Definitions and main results The classical Erdős-Rényi–Shepp strong law of large numbers [4], [5], asserts as follows. Theorem 1.1 (Erdős-Rényi 1970, Shepp 1964). Consider a random walk Sn = ∑n i=1Xi with Xi i.i.d., satisfying EX1 = 0. Set φ(t) = E[e tX ] and let D φ = {t > 0 : φ(t) < ∞}. Let α > 0 be such that φ(t)e −αt achieves its minimum value for some t in the interior of D φ . Set 1/Aα := − logmin t>0 φ(t)e −αt. Then, Aα > 0 and (1.1) max 0≤j≤n−⌊Aα logn⌋ Sj+⌊Aα logn⌋ − Sj ⌊Aα log n⌋ a.s. → α, a.s. In the particular case of Xi ∈ {−1, 1}, the assumptions of the theorem are satisfied for any α ∈ (0, 1). The theorem also trivially generalizes to EX1 ̸= 0, by considering Yi = Xi − EXi. Theorem 1.1 is closely related to the large deviation principle for Sn/n given by Cramér’s theorem, see e.g. [3] for background. Indeed, with I(x) = supt(tx−log φ(t)) denoting the rate function, one observes that I(α) = 1/Aα and that (1.2) α = inf{x > 0 : I(x) > 1/Aα}. In this paper, we prove an analogous statement for standard one dimensional random walk in random environment (RWRE), in the case of positive velocity. We begin by introducing the model. Fix a realization ω = {ωi}i∈Z with ωi ∈ (0, 1) of a collection of i.i.d. random variables, which we call the environment. With p denoting the law of ω0 and σ(p) its support, denote by P = pZ the law of the environment on Σp := σ(p) Z. We make throughout the following assumption. Condition 1.2 (Uniform Ellipticity). There exists a κ ∈ (0, 1) such that σ(p) ⊂ [κ, 1− κ] almost surely. Date: May 4, 2020. Revised May 19, 2021 and July 8, 2021. This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No. 692452). 1 2 DARCY CAMARGO, YURI KIFER, AND OFER ZEITOUNI Letting ρi := (1 − ωi)/ωi, we note that the ellipticity assumption gives a deterministic uniform upper and lower bounds on ρi. It will be useful for us to consider also different laws of the environment Σ = [κ, 1 − κ]Z, not necessarily product laws. Such laws will be denoted η. Equipping Σ with the standard shift operator θ, so that (θω)j := ωi+j , the spaces of probability measures (stationary/ ergodic wrt θ) on Σ are denoted M1(Σ) (M s 1 (Σ)/M e 1 (Σ)), respectively; similar definitions hold when Σ is replaced by Σp. On top of ω we consider the RWRE, which is a nearest neighbor random walk {Xt}t∈Z. Conditioned on the environment ω, {Xt} is a Markov chain with transition probabilities π(i, i+ 1) = 1− π(i, i− 1) = ωi. We denote the law of the random walk, started at i ∈ Z and conditioned on a fixed realization of the environment ω, by Pi (the so-called quenched law). For any measure η ∈ M1(Σ), the measure η(dω) ⊗ Pi is referred to as the annealed law, and denoted by P i ; with some abuse of notation, w
10),表示完全不回溯的条件下的环境,并使用它来引入关键量χ(k, x, c, η),它可以作为在k = k(n)的长度为xk的块中具有快速行走段的概率的代理,使得
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引用次数: 0
Adaptive invariant density estimation for continuous-time mixing Markov processes under sup-norm risk 超范数风险下连续混合马尔可夫过程的自适应不变量密度估计
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-11-01 DOI: 10.1214/21-aihp1235
Niklas Dexheimer, C. Strauch, Lukas Trottner
Up to now, the nonparametric analysis of multidimensional continuous-time Markov processes has focussed strongly on specific model choices, mostly related to symmetry of the semigroup. While this approach allows to study the performance of estimators for the characteristics of the process in the minimax sense, it restricts the applicability of results to a rather constrained set of stochastic processes and in particular hardly allows incorporating jump structures. As a consequence, for many models of applied and theoretical interest, no statement can be made about the robustness of typical statistical procedures beyond the beautiful, but limited framework available in the literature. To contribute to the statistical understanding in more general situations, we demonstrate how combining βmixing assumptions on the process and heat kernel bounds on the transition density representing controls on the longand short-time transitional behaviour, allow to obtain sup-norm and L kernel invariant density estimation rates that match the well-understood case of reversible multidimensional diffusion processes and are faster than in a sampled discrete data scenario. Moreover, we demonstrate how, up to log-terms, optimal sup-norm adaptive invariant density estimation can be achieved within our framework, based on tight uniform moment bounds and deviation inequalities for empirical processes associated to additive functionals of Markov processes. The underlying assumptions are verifiable with classical tools from stability theory of continuous-time Markov processes and PDE techniques, which opens the door to evaluate statistical performance for a vast amount of popular Markov models. We highlight this point by showing how multidimensional jump SDEs with Lévy-driven jump part under different coefficient assumptions can be seamlessly integrated into our framework, thus establishing novel adaptive sup-norm estimation rates for this class of processes. MSC2020 subject classifications: Primary 62M05; secondary 62G05, 62G20, 60G10, 60J25
到目前为止,多维连续时间马尔可夫过程的非参数分析主要集中在特定模型的选择上,主要与半群的对称性有关。虽然这种方法允许在极小极大意义上研究过程特征的估计器的性能,但它限制了结果对一组相当受限的随机过程的适用性,特别是几乎不允许纳入跳跃结构。因此,对于许多应用和理论兴趣的模型,除了文献中可用的美丽但有限的框架之外,无法对典型统计程序的鲁棒性做出任何陈述。为了促进在更一般情况下的统计理解,我们展示了如何将过程和热核边界上的β混合假设结合在过渡密度上,代表对长时间和短时间过渡行为的控制,允许获得超范数和L核不变密度估计率,这些估计率与众所周知的可逆多维扩散过程的情况相匹配,并且比采样离散数据场景更快。此外,我们展示了如何在我们的框架内实现对数项的最优超范自适应不变量密度估计,基于与马尔可夫过程的加性泛函相关的经验过程的紧密一致矩界和偏差不等式。基本假设可以用连续时间马尔可夫过程稳定性理论和PDE技术的经典工具验证,这为评估大量流行的马尔可夫模型的统计性能打开了大门。我们强调了这一点,展示了在不同系数假设下,具有lsamv驱动的跳跃部分的多维跳跃SDEs如何无缝地集成到我们的框架中,从而为这类过程建立了新的自适应超范数估计率。MSC2020学科分类:初级62M05;次级62G05、62G20、60G10、60J25
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引用次数: 1
Concentration of Markov chains indexed by trees 用树索引的马尔可夫链的浓度
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-08-01 DOI: 10.1214/21-aihp1224
Christopher Shriver
An inequality of Marton [Mar96] shows that the joint distribution of a Markov chain with uniformly contracting transition kernels exhibits concentration. We generalize this inequality to Markov chains indexed by trees.
一个Marton不等式[Mar96]表明具有一致收缩转移核的Markov链的联合分布具有集中性。我们把这个不等式推广到以树为索引的马尔可夫链。
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引用次数: 0
Weyl law for the Anderson Hamiltonian on a two-dimensional manifold 二维流形上安德森哈密顿量的Weyl定律
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-08-01 DOI: 10.1214/21-aihp1216
Mouzard Antoine
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引用次数: 0
The density of the (α,d,β)-superprocess and singular solutions to a fractional non-linear PDE 分数阶非线性偏微分方程的(α,d,β)超过程和奇异解的密度
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-05-01 DOI: 10.1214/21-aihp1180
Thomas Hughes
Abstract: We consider the density Xt(x) of the critical (α, β)-superprocess in R d with α ∈ (0, 2) and β < α d . Our starting point is a recent result from PDE [2] which implies the following dichotomy: if x ∈ R is fixed and β ≤ β∗(α) := α d+α , then Xt(x) > 0 a.s. on {Xt 6= 0}; otherwise, the probability that Xt(x) is positive when conditioned on {Xt 6= 0} has power law decay. We strengthen this and prove probabilistically that if β < β∗(α) and the density is continuous, which holds if and only if d = 1 and α > 1+ β, then Xt(x) > 0 for all x ∈ R a.s. on {Xt 6= 0}. The above complements a classical superprocess result that if Xt is non-zero, then it charges every open set almost surely. We unify and extend these results by giving close to sharp conditions on a measure μ such that μ(Xt) := ∫ Xt(x)μ(dx) > 0 a.s. on {Xt 6= 0}. Our characterization is based on the size of supp(μ), in the sense of Hausdorff measure and dimension. For s ∈ [0, d], if β ≤ β∗(α, s) = α d−s+α and supp(μ) has positive x-Hausdorff measure, then μ(Xt) > 0 a.s. on {Xt 6= 0}; and when β > β ∗(α, s), if μ satisfies a uniform lower density condition which implies dim(supp(μ)) < s, then P (μ(Xt) = 0 |Xt 6= 0) > 0. Our methods also give new results for the fractional PDE which is dual to the (α, β)superprocess, i.e. ∂tu(t, x) = ∆αu(t, x)− u(t, x) 1+β with domain (t, x) ∈ (0,∞) × R, where ∆α = −(−∆) α
摘要:考虑R d中α∈(0,2)且β < α d的临界(α, β)-超过程的密度Xt(x)。我们的出发点是PDE[2]的一个最新结果,该结果暗示了以下二分法:如果x∈R是固定的,并且β≤β∗(α):= α d+α,则Xt(x) > 0 a.s. on {Xt 6= 0};否则,当条件为{Xt 6= 0}时,Xt(x)为正的概率呈幂律衰减。我们强化了这一点,并从概率上证明了当β < β∗(α)且密度是连续的,当且仅当d = 1且α > 1+ β,则在{Xt 6= 0}上,对于所有x∈R, Xt(x) > 0。以上补充了一个经典的超过程结果,即如果Xt不为零,那么它几乎肯定会对每个开集收费。在{Xt 6= 0}上给出了μ(Xt):=∫Xt(x)μ(dx) > 0的近似尖锐条件,统一并推广了这些结果。我们的表征是基于供给的大小(μ),在豪斯多夫测度和维数的意义上。对于s∈[0,d],若β≤β∗(α, s) = α d−s+α,且supp(μ)具有正的x-Hausdorff测度,则μ(Xt) > 0 a.s. on {Xt 6= 0};当β > β∗(α, s)时,如果μ满足暗(supp(μ)) < s的均匀低密度条件,则P (μ(Xt) = 0 |Xt 6= 0) > 0。我们的方法也给出了对(α, β)超过程对偶的分数阶偏微分方程的新结果,即∂tu(t, x) =∆αu(t, x)−u(t, x) 1+β,定域(t, x)∈(0,∞)× R,其中∆α =−(−∆)α
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引用次数: 3
The Brownian disk viewed from a boundary point 从边界点看布朗盘
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-05-01 DOI: 10.1214/21-aihp1179
Jean-François Le Gall
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引用次数: 0
Spectral gap and cutoff phenomenon for the Gibbs sampler of ∇φ interfaces with convex potential 具有凸势的∇φ界面Gibbs采样器的谱隙和截止现象
IF 1.5 Q2 PHYSICS, MATHEMATICAL Pub Date : 2022-05-01 DOI: 10.1214/21-aihp1174
P. Caputo, Cyril Labbé, H. Lacoin
We consider the Gibbs sampler, or heat bath dynamics associated to log-concave measures on R describing ∇φ interfaces with convex potentials. Under minimal assumptions on the potential, we find that the spectral gap of the process is always given by gapN = 1 − cos(π/N), and that for all ǫ ∈ (0, 1), its ǫ-mixing time satisfies TN (ǫ) ∼ logN 2 gapN as N → ∞, thus establishing the cutoff phenomenon. The results reveal a universal behavior in that they do not depend on the choice of the potential. MSC 2010 subject classifications: Primary 60J25; Secondary 37A25, 82C22.
我们考虑Gibbs采样器,或与R上描述具有凸势的∇φ界面的对数凹测度相关的热浴动力学。在对势的最小假设下,我们发现过程的谱隙总是由gapN = 1−cos(π/N)给出,并且对于所有的∈(0,1),其ǫ-mixing时间满足TN (ν) ~ logn2 gapN为N→∞,从而建立了截止现象。结果揭示了一种普遍的行为,即它们不依赖于势的选择。MSC 2010学科分类:初级60J25;二级37A25, 82C22。
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引用次数: 9
期刊
Annales de l Institut Henri Poincare D
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