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We study in this paper a generalized coupon collector problem, which consists in determining the distribution and the moments of the time needed to collect a given number of distinct coupons that are drawn from a set of coupons with an…

概率论 · 数学 2014-02-24 Emmanuelle Anceaume , Yann Busnel , Bruno Sericola

We study in this paper a generalized coupon collector problem, which consists in analyzing the time needed to collect a given number of distinct coupons that are drawn from a set of coupons with an arbitrary probability distribution. We…

数据结构与算法 · 计算机科学 2015-04-16 Emmanuelle Anceaume , Yann Busnel , Ernst Schulte-Geers , Bruno Sericola

A collector samples coupons with replacement from a pool containing $g$ \textit{uniform} groups of coupons, where "uniform group" means that all coupons in the group are equally likely to occur. For each $j = 1, \dots, g$ let $T_j$ be the…

概率论 · 数学 2018-11-13 Aristides V. Doumas , Vassilis G. Papanicolaou

The speed of an exhaustive search can be measured by a cover time, which is defined as the time it takes a random searcher to visit every state in some target set. Cover times have been studied in both the physics and probability…

统计力学 · 物理学 2024-07-11 Hyunjoong Kim , Sean D Lawley

We study the probability density function (PDF) of the cover time $t_c$ of a finite interval of size $L$, by $N$ independent one-dimensional Brownian motions, each with diffusion constant $D$. The cover time $t_c$ is the minimum time needed…

统计力学 · 物理学 2016-12-23 Satya N. Majumdar , Sanjib Sabhapandit , Gregory Schehr

The "double Dixie cup problem" of D.J. Newman and L. Shepp (1960) is a well-known variant of the coupon collector's problem, where the object of study is the number $T_{m}(N)$ of coupons that a collector has to buy in order to complete $m$…

概率论 · 数学 2015-11-06 Aristides V. Doumas , Vassilis G. Papanicolaou

In this paper we deal with the classical problem of random cover times. We investigate the distribution of the time it takes for a Poisson process of cylinders to cover a set $A \subset \mathbb{R}^d.$ This Poisson process of cylinders is…

概率论 · 数学 2018-10-17 Erik I. Broman , Filipe Mussini

Simple random coverage models, well studied in Euclidean space, can also be defined on a general compact metric space. By analogy with the geometric models, and with the discrete coupon collector's problem and with cover times for finite…

概率论 · 数学 2021-02-01 David J. Aldous

How long does it take a random searcher to visit all sites of a given domain? This time, known as the cover time, is a key observable to quantify the efficiency of exhaustive searches, which require a complete exploration of an area and not…

统计力学 · 物理学 2015-11-20 M. Chupeau , O. Bénichou , R. Voituriez

Among observables characterising the random exploration of a graph or lattice, the cover time, namely the time to visit every site, continues to attract widespread interest. Much insight about cover times is gained by mapping to the…

统计力学 · 物理学 2020-07-08 Gcina Maziya , Luca Cocconi , Gunnar Pruessner , Nicholas Moloney

We study concentration properties of random vectors of the form $AX$, where $X = (X_1, ..., X_n)$ has independent coordinates and $A$ is a given matrix. We show that the distribution of $AX$ is well spread in space whenever the…

概率论 · 数学 2016-12-23 Mark Rudelson , Roman Vershynin

This paper is about the Coupon collector's problem. There are some coupons, or baseball cards, or other plastic knick-knacks that are put into bags of chips or under soda bottles, etc. A collector starts collecting these trinkets and wants…

概率论 · 数学 2020-03-11 Rohit Pandey

We consider the following variant of the classic collector's problem: The family of coupon probabilities is the mixing of two subfamilies one of which is the \textit{uniform} family, while the other belongs to the well known \textit{Zipf…

概率论 · 数学 2019-04-23 Aristides V. Doumas , Vassilis G. Papanicolaou

Let $T\$ be a stopping time associated with a sequence of independent random variables $Z_{1},Z_{2},...$ . By applying a suitable change in the probability measure we present relations between the moment or probability generating functions…

统计理论 · 数学 2011-06-28 M. V. Boutsikas , A. C. Rakitzis , D. L. Antzoulakos

This article presents an algebraic topology perspective on the problem of finding a complete coverage probability of a one dimensional domain $X$ by a random covering, and develops techniques applicable to the problem beyond the one…

代数拓扑 · 数学 2015-09-11 Rafal Komendarczyk , Jeffrey Pullen

In this note we evaluate the expected waiting time to complete a collection of coupons, in the case of coupons which arrives in groups of constant size, independently and with unequal probabilities. As an application we will be able to…

概率论 · 数学 2012-10-08 Marco Ferrante , Nadia Frigo

Cover times quantify the speed of exhaustive search. In this work, we compute exactly the mean cover time associated with a one-dimensional Brownian search under exponentially distributed resetting. We also approximate the moments of cover…

概率论 · 数学 2025-05-13 Samantha Linn , Sean D Lawley

Let $X_1,X_2,\ldots $ be independent random variables observed sequentially and such that $X_1,\ldots,X_{\theta-1}$ have a common probability density $p_0$, while $X_\theta,X_{\theta+1},\ldots $ are all distributed according to $p_1\neq…

统计理论 · 数学 2018-04-25 Yuri Golubev , Mher Safarian

We examine the negative occupancy distribution and the coupon-collector distribution, both of which arise as distributions relating to hitting times in the extended occupancy problem. These distributions constitute a full solution to a…

概率论 · 数学 2022-01-11 Ben O'Neill

Cover times measure the speed of exhaustive searches which require the exploration of an entire spatial region(s). Applications include the immune system hunting pathogens, animals collecting food, robotic demining or cleaning, and computer…

概率论 · 数学 2024-07-11 Hyunjoong Kim , Sean D Lawley
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