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We present a general theorem on the structure of bivariate generating functions which gives sufficient conditions such that the limiting probability distribution is a half-normal distribution. If $X$ is a normally distributed random…

组合数学 · 数学 2020-05-19 Michael Wallner

We consider point-to-point directed paths in a random environment on the two-dimensional integer lattice. For a general independent environment under mild assumptions we show that the quenched energy of a typical path satisfies a central…

概率论 · 数学 2023-11-30 H. Christian Gromoll , Mark W. Meckes , Leonid Petrov

Models like support vector machines or Gaussian process regression often require positive semi-definite kernels. These kernels may be based on distance functions. While definiteness is proven for common distances and kernels, a proof for a…

机器学习 · 计算机科学 2018-07-11 Martin Zaefferer , Thomas Bartz-Beielstein , Günter Rudolph

In this article, we consider several models of random walks in one or several dimensions, additionally allowing, at any unit of time, a reset (or "catastrophe") of the walk with probability $q$. We establish the distribution of the final…

离散数学 · 计算机科学 2023-11-23 Rafik Aguech , Asma Althagafi , Cyril Banderier

We consider a class of lattice paths with certain restrictions on their ascents and down steps and use them as building blocks to construct various families of Dyck paths. We let every building block $P_j$ take on $c_j$ colors and count all…

组合数学 · 数学 2019-05-27 Daniel Birmajer , Juan B. Gil , Peter R. W. McNamara , Michael D. Weiner

We present general algorithms (fully implemented in Maple) for calculations of various quantities related to constrained directed walks for a general set of steps on the square lattice in two dimensions. As a special case, we rederive…

统计力学 · 物理学 2020-06-16 Arvind Ayyer , Doron Zeilberger

We consider a continuous-time branching random walk on a multidimensional lattice in a random branching medium. It is theoretically known that, in such branching random walks, large rare fluctuations of the medium may lead to anomalous…

概率论 · 数学 2021-09-21 Kutsenko Vladimir , Elena Yarovaya

We consider a branching random walk on the lattice, where the branching rates are given by an i.i.d. Pareto random potential. We describe the process, including a detailed shape theorem, in terms of a system of growing lilypads. As an…

概率论 · 数学 2016-06-07 Marcel Ortgiese , Matthew I. Roberts

We begin our analysis with the study of two collections of lattice paths in the plane, denoted $\mathcal{D}_{[n,i,j]}$ and $\mathcal{P}_{[n,i,j]}$. These paths consist of sequences of $n$ steps, where each step allows movement in three…

组合数学 · 数学 2023-07-14 J. Kim , A. López-García , V. A. Prokhorov

We present a computer-aided, yet fully rigorous, proof of Ira Gessel's tantalizingly simply-stated conjecture that the number of ways of walking $2n$ steps in the region $x+y \geq 0, y \geq 0$ of the square-lattice with unit steps in the…

组合数学 · 数学 2015-05-13 Manuel Kauers , Christoph Koutschan , Doron Zeilberger

This paper introduces nondeterministic walks, a new variant of one-dimensional discrete walks. At each step, a nondeterministic walk draws a random set of steps from a predefined set of sets and explores all possible extensions in parallel.…

组合数学 · 数学 2018-12-18 Elie De Panafieu , Mohamed Lamine Lamali , Michael Wallner

It is known that the generating function associated with the enumeration of non-backtracking walks on finite graphs is a rational matrix-valued function of the parameter; such function is also closely related to graph-theoretical results…

组合数学 · 数学 2023-10-26 Vanni Noferini , María C. Quintana

We construct a generative network for Monte-Carlo sampling in lattice field theories and beyond, for which the learning of layerwise propagation is done and optimised independently on each layer. The architecture uses physics-informed…

高能物理 - 格点 · 物理学 2025-10-31 Friederike Ihssen , Renzo Kapust , Jan M. Pawlowski

Lattice paths effectively model phenomena in chemistry, physics and probability theory. Asymptotic enumeration of lattice paths is linked with entropy in the physical systems being modeled. Lattice paths restricted to different regions of…

组合数学 · 数学 2013-04-25 Samuel Johnson

We provide a new derivation of the well-known generating function counting the number of walks on a regular tree that start and end at the same vertex, and more generally, a generating function for the number of walks that end at a vertex a…

组合数学 · 数学 2009-03-12 Eric Rowland , Doron Zeilberger

We consider the generating function of the algebraic area of lattice walks, evaluated at a root of unity, and its relation to the Hofstadter model. In particular, we obtain an expression for the generating function of the n-th moments of…

数学物理 · 物理学 2016-12-21 Stephane Ouvry , Stephan Wagner , Shuang Wu

We analyze a random walk strategy on undirected regular networks involving power matrix functions of the type $L^{\frac{\alpha}{2}}$ where $L$ indicates a `simple' Laplacian matrix. We refer such walks to as `Fractional Random Walks' with…

We refine necessary and sufficient conditions for the generating series of a weighted model of a quarter plane walk to be differentially algebraic. In addition, we give algorithms based on the theory of Mordell-Weil lattices, that, for each…

组合数学 · 数学 2020-10-05 Charlotte Hardouin , Michael F Singer

In queuing theory, it is usual to have some models with a "reset" of the queue. In terms of lattice paths, it is like having the possibility of jumping from any altitude to zero. These objects have the interesting feature that they do not…

组合数学 · 数学 2023-06-22 Cyril Banderier , Michael Wallner

We show that the half-perimeter generating functions for the number of Wicketed and Gated Ferrers diagrams is algebraic. Furthermore, the generating function of the Wicketed Ferrers diagrams is closely related to the generating function of…

组合数学 · 数学 2008-01-07 Arvind Ayyer