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Trend to equilibrium and Newtonian limit for the relativistic Langevin equation with singular potentials 具有奇异势能的相对论性朗格文方程的平衡趋势和牛顿极限
arXiv - MATH - Probability Pub Date : 2024-09-09 DOI: arxiv-2409.05645
Manh Hong Duong, Hung Dang Nguyen
{"title":"Trend to equilibrium and Newtonian limit for the relativistic Langevin equation with singular potentials","authors":"Manh Hong Duong, Hung Dang Nguyen","doi":"arxiv-2409.05645","DOIUrl":"https://doi.org/arxiv-2409.05645","url":null,"abstract":"We study a system of interacting particles in the presence of the\u0000relativistic kinetic energy, external confining potentials, singular repulsive\u0000forces as well as a random perturbation through an additive white noise. In\u0000comparison with the classical Langevin equations that are known to be\u0000exponentially attractive toward the unique statistically steady states, we find\u0000that the relativistic systems satisfy algebraic mixing rates of any order. This\u0000relies on the construction of Lyapunov functions adapting to previous\u0000literature developed for irregular potentials. We then explore the Newtonian\u0000limit as the speed of light tends to infinity and establish the validity of the\u0000approximation of the solutions by the Langevin equations on any finite time\u0000window.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"264 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Asymmetric exclusion process with long-range interactions 具有长程相互作用的不对称排斥过程
arXiv - MATH - Probability Pub Date : 2024-09-08 DOI: arxiv-2409.05017
V. Belitsky, N. P. N. Ngoc, G. M. Schütz
{"title":"Asymmetric exclusion process with long-range interactions","authors":"V. Belitsky, N. P. N. Ngoc, G. M. Schütz","doi":"arxiv-2409.05017","DOIUrl":"https://doi.org/arxiv-2409.05017","url":null,"abstract":"We consider asymmetric simple exclusion processes with $N$ particles on the\u0000one-dimensional discrete torus with $L$ sites with following properties: (i)\u0000nearest-neighbor jumps on the torus, (ii) the jump rates depend only on the\u0000distance to the next particle in the direction of the jump, (iii) the jump\u0000rates are independent of $N$ and $L$. For measures with a long-range two-body\u0000interaction potential that depends only on the distance between neighboring\u0000particles we prove a relation between the interaction potential and particle\u0000jump rates that is necessary and sufficient for the measure to be invariant for\u0000the process. The normalization of the measure and the stationary current are\u0000computed both for finite $L$ and $N$ and in the thermodynamic limit. For a\u0000finitely many particles that evolve on $mathbb{Z}$ with totally asymmetric\u0000jumps it is proved, using reverse duality, that a certain family of\u0000nonstationary measures with a microscopic shock and antishock evolves into a\u0000convex combination of such measures with weights given by random walk\u0000transition probabilities. On macroscopic scale this domain random walk is a\u0000travelling wave phenomenon tantamount to phase separation with a stable shock\u0000and stable antishock. Various potential applications of this result and open\u0000questions are outlined.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multidimensional local limit theorem in deterministic systems and an application to non-convergence of polynomial multiple averages 确定性系统中的多维局部极限定理及其在多项式多重平均不收敛中的应用
arXiv - MATH - Probability Pub Date : 2024-09-08 DOI: arxiv-2409.05087
Zemer Kosloff, Shrey Sanadhya
{"title":"Multidimensional local limit theorem in deterministic systems and an application to non-convergence of polynomial multiple averages","authors":"Zemer Kosloff, Shrey Sanadhya","doi":"arxiv-2409.05087","DOIUrl":"https://doi.org/arxiv-2409.05087","url":null,"abstract":"We show that for every ergodic and aperiodic probability preserving system\u0000$(X,mathcal{B},m,T)$, there exists $f:Xto mathbb{Z}^d$, whose corresponding\u0000cocycle satisfies the d-dimensional local central limit theorem. We use the 2-dimensional result to resolve a question of Huang, Shao and Ye\u0000and Franzikinakis and Host regarding non-convergence of polynomial multiple\u0000averages of non-commuting zero entropy transformations.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Approximation of birth-death processes 出生-死亡过程的近似值
arXiv - MATH - Probability Pub Date : 2024-09-08 DOI: arxiv-2409.05018
Liping Li
{"title":"Approximation of birth-death processes","authors":"Liping Li","doi":"arxiv-2409.05018","DOIUrl":"https://doi.org/arxiv-2409.05018","url":null,"abstract":"The birth-death process is a special type of continuous-time Markov chain\u0000with index set $mathbb{N}$. Its resolvent matrix can be fully characterized by\u0000a set of parameters $(gamma, beta, nu)$, where $gamma$ and $beta$ are\u0000non-negative constants, and $nu$ is a positive measure on $mathbb{N}$. By\u0000employing the Ray-Knight compactification, the birth-death process can be\u0000realized as a c`adl`ag process with strong Markov property on the one-point\u0000compactification space $overline{mathbb{N}}_{partial}$, which includes an\u0000additional cemetery point $partial$. In a certain sense, the three parameters\u0000that determine the birth-death process correspond to its killing, reflecting,\u0000and jumping behaviors at $infty$ used for the one-point compactification,\u0000respectively. In general, providing a clear description of the trajectories of a\u0000birth-death process, especially in the pathological case where $|nu|=infty$,\u0000is challenging. This paper aims to address this issue by studying the\u0000birth-death process using approximation methods. Specifically, we will\u0000approximate the birth-death process with simpler birth-death processes that are\u0000easier to comprehend. For two typical approximation methods, our main results\u0000establish the weak convergence of a sequence of probability measures, which are\u0000induced by the approximating processes, on the space of all c`adl`ag\u0000functions. This type of convergence is significantly stronger than the\u0000convergence of transition matrices typically considered in the theory of\u0000continuous-time Markov chains.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"30 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ordinary and logarithmical convexity of moment generating function 矩生成函数的普通凸性和对数凸性
arXiv - MATH - Probability Pub Date : 2024-09-08 DOI: arxiv-2409.05085
M. R. Formica, E. Ostrovsky, L. Sirota
{"title":"Ordinary and logarithmical convexity of moment generating function","authors":"M. R. Formica, E. Ostrovsky, L. Sirota","doi":"arxiv-2409.05085","DOIUrl":"https://doi.org/arxiv-2409.05085","url":null,"abstract":"We establish an ordinary as well as a logarithmical convexity of the Moment\u0000Generating Function (MGF) for the centered random variable and vector (r.v.)\u0000satisfying the Kramer's condition. Our considerations are based on the theory of the so-called Grand Lebesgue\u0000Spaces.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"76 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Limit theorems under heavy-tailed scenario in the age dependent random connection models 年龄相关随机连接模型重尾情况下的极限定理
arXiv - MATH - Probability Pub Date : 2024-09-08 DOI: arxiv-2409.05226
Christian Hirsch, Takashi Owada
{"title":"Limit theorems under heavy-tailed scenario in the age dependent random connection models","authors":"Christian Hirsch, Takashi Owada","doi":"arxiv-2409.05226","DOIUrl":"https://doi.org/arxiv-2409.05226","url":null,"abstract":"This paper considers limit theorems associated with subgraph counts in the\u0000age-dependent random connection model. First, we identify regimes where the\u0000count of sub-trees converges weakly to a stable random variable under suitable\u0000assumptions on the shape of trees. The proof relies on an intermediate result\u0000on weak convergence of associated point processes towards a Poisson point\u0000process. Additionally, we prove the same type of results for the clique counts.\u0000Here, a crucial ingredient includes the expectation asymptotics for clique\u0000counts, which itself is a result of independent interest.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the expected absorption times of sticky random walks and multiple players war games 论粘性随机漫步和多人战争博弈的预期吸收时间
arXiv - MATH - Probability Pub Date : 2024-09-08 DOI: arxiv-2409.05201
Axel Adjei, Elchanan Mossel
{"title":"On the expected absorption times of sticky random walks and multiple players war games","authors":"Axel Adjei, Elchanan Mossel","doi":"arxiv-2409.05201","DOIUrl":"https://doi.org/arxiv-2409.05201","url":null,"abstract":"A recent paper by Bhatia, Chin, Mani, and Mossel (2024) defined stochastic\u0000processes which aim to model the game of war for two players for $n$ cards.\u0000They showed that these models are equivalent to gambler's ruin and therefore\u0000have expected termination time of $Theta(n^2)$. In this paper, we generalize\u0000these model to any number of players $m$. We prove for the game with $m$\u0000players is equivalent to a sticky random walk on an $m$-simplex. We show that\u0000this implies that the expected termination time is $O(n^2)$. We further provide\u0000a lower bound of $Omegaleft(frac{n^2}{m^2}right)$. We conjecture that when\u0000$m$ divides $n$, and $n > m$ the termination time or the war game and the\u0000absorption times of the sticky random walk are in fact $Theta(n^2)$ uniformly\u0000in $m$.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"106 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Moments of traces of random symplectic matrices and hyperelliptic $L$-functions 随机交映矩阵和超椭圆 $L$ 函数的迹矩
arXiv - MATH - Probability Pub Date : 2024-09-07 DOI: arxiv-2409.04844
Alexei Entin, Noam Pirani
{"title":"Moments of traces of random symplectic matrices and hyperelliptic $L$-functions","authors":"Alexei Entin, Noam Pirani","doi":"arxiv-2409.04844","DOIUrl":"https://doi.org/arxiv-2409.04844","url":null,"abstract":"We study matrix integrals of the form\u0000$$int_{mathrm{USp(2n)}}prod_{j=1}^kmathrm{tr}(U^j)^{a_j}mathrm d U,$$\u0000where $a_1,ldots,a_r$ are natural numbers and integration is with respect to\u0000the Haar probability measure. We obtain a compact formula (the number of terms\u0000depends only on $sum a_j$ and not on $n,k$) for the above integral in the\u0000non-Gaussian range $sum_{j=1}^kja_jle 4n+1$. This extends results of\u0000Diaconis-Shahshahani and Hughes-Rudnick who obtained a formula for the integral\u0000valid in the (Gaussian) range $sum_{j=1}^kja_jle n$ and $sum_{j=1}^kja_jle\u00002n+1$ respectively. We derive our formula using the connection between random\u0000symplectic matrices and hyperelliptic $L$-functions over finite fields, given\u0000by an equidistribution result of Katz and Sarnak, and an evaluation of a\u0000certain multiple character sum over the function field $mathbb F_q(x)$. We\u0000apply our formula to study the linear statistics of eigenvalues of random\u0000unitary symplectic matrices in a narrow bandwidth sampling regime.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Weighted Sub-fractional Brownian Motion Process: Properties and Generalizations 加权亚分数布朗运动过程:性质与概括
arXiv - MATH - Probability Pub Date : 2024-09-07 DOI: arxiv-2409.04798
Ramirez-Gonzalez Jose Hermenegildo, Sun Ying
{"title":"Weighted Sub-fractional Brownian Motion Process: Properties and Generalizations","authors":"Ramirez-Gonzalez Jose Hermenegildo, Sun Ying","doi":"arxiv-2409.04798","DOIUrl":"https://doi.org/arxiv-2409.04798","url":null,"abstract":"In this paper, we present several path properties, simulations, inferences,\u0000and generalizations of the weighted sub-fractional Brownian motion. A primary\u0000focus is on the derivation of the covariance function $R_{f,b}(s,t)$ for the\u0000weighted sub-fractional Brownian motion, defined as: begin{equation*}\u0000R_{f,b}(s,t) = frac{1}{1-b} int_{0}^{s wedge t} f(r) left[(s-r)^{b} +\u0000(t-r)^{b} - (t+s-2r)^{b}right] dr, end{equation*} where $f:mathbb{R}_{+} to\u0000mathbb{R}_{+}$ is a measurable function and $bin [0,1)cup(1,2]$. This\u0000covariance function $R_{f,b}(s,t)$ is used to define the centered Gaussian\u0000process $zeta_{t,f,b}$, which is the weighted sub-fractional Brownian motion.\u0000Furthermore, if there is a positive constant $c$ and $a in (-1,infty)$ such\u0000that $0 leq f(u) leq c u^{a}$ on $[0,T]$ for some $T>0$. Then, for $b in\u0000(0,1)$, $zeta_{t,f,b}$ exhibits infinite variation and zero quadratic\u0000variation, making it a non-semi-martingale. On the other hand, for $b in\u0000(1,2]$, $zeta_{t,f,b}$ is a continuous process of finite variation and thus a\u0000semi-martingale and for $b=0$ the process $zeta_{t,f,0}$ is a square\u0000integrable continuous martingale. We also provide inferential studies using\u0000maximum likelihood estimation and perform simulations comparing various\u0000numerical methods for their efficiency in computing the finite-dimensional\u0000distributions of $zeta_{t,f,b}$. Additionally, we extend the weighted\u0000sub-fractional Brownian motion to $mathbb{R}^d$ by defining new covariance\u0000structures for measurable, bounded sets in $mathbb{R}^d$. Finally, we define a\u0000stochastic integral with respect to $zeta_{t,f,b}$ and introduce both the\u0000weighted sub-fractional Ornstein-Uhlenbeck process and the geometric weighted\u0000sub-fractional Brownian motion.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cumulants in rectangular finite free probability and beta-deformed singular values 矩形有限自由概率中的累积量和β变形奇异值
arXiv - MATH - Probability Pub Date : 2024-09-06 DOI: arxiv-2409.04305
Cesar Cuenca
{"title":"Cumulants in rectangular finite free probability and beta-deformed singular values","authors":"Cesar Cuenca","doi":"arxiv-2409.04305","DOIUrl":"https://doi.org/arxiv-2409.04305","url":null,"abstract":"Motivated by the $(q,gamma)$-cumulants, introduced by Xu [arXiv:2303.13812]\u0000to study $beta$-deformed singular values of random matrices, we define the\u0000$(n,d)$-rectangular cumulants for polynomials of degree $d$ and prove several\u0000moment-cumulant formulas by elementary algebraic manipulations; the proof\u0000naturally leads to quantum analogues of the formulas. We further show that the\u0000$(n,d)$-rectangular cumulants linearize the $(n,d)$-rectangular convolution\u0000from Finite Free Probability and that they converge to the $q$-rectangular free\u0000cumulants from Free Probability in the regime where $dtoinfty$, $1+n/dto\u0000qin[1,infty)$. As an application, we employ our formulas to study limits of\u0000symmetric empirical root distributions of sequences of polynomials with\u0000nonnegative roots. One of our results is akin to a theorem of Kabluchko\u0000[arXiv:2203.05533] and shows that applying the operator\u0000$exp(-frac{s^2}{n}x^{-n}D_xx^{n+1}D_x)$, where $s>0$, asymptotically amounts\u0000to taking the rectangular free convolution with the rectangular Gaussian\u0000distribution of variance $qs^2/(q-1)$.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":"28 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142212168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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