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相关论文: The zeta(2) limit in the random assignment problem

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We consider the problem of minimizing cost among one-to-one assignments of $n$ jobs onto $n$ machines. The random assignment problem refers to the case when the cost associated with performing jobs on machines are random variables. Aldous…

无序系统与神经网络 · 物理学 2007-05-23 Chandra Nair

The random assignment problem asks for the minimum-cost perfect matching in the complete $n\times n$ bipartite graph $\Knn$ with i.i.d. edge weights, say uniform on $[0,1]$. In a remarkable work by Aldous (2001), the optimal cost was shown…

概率论 · 数学 2009-02-04 Justin Salez , Devavrat Shah

We study the on-line minimum weighted bipartite matching problem in arbitrary metric spaces. Here, $n$ not necessary disjoint points of a metric space $M$ are given, and are to be matched on-line with $n$ points of $M$ revealed one by one.…

数据结构与算法 · 计算机科学 2007-06-06 Béla Csaba , András S. Pluhár

We apply the objective method of Aldous to the problem of finding the minimum-cost edge cover of the complete graph with random independent and identically distributed edge costs. The limit, as the number of vertices goes to infinity, of…

概率论 · 数学 2014-09-08 Mustafa Khandwawala , Rajesh Sundaresan

The optimized assignment of staff is of great significance for improving the production efficiency of the society. For specific tasks, the key to optimizing staffing is personnel scheduling. The assignment problem is classical in the…

数据结构与算法 · 计算机科学 2019-02-04 Feiyang Chen , Nan Chen , Hanyang Mao , Hanlin Hu

We investigate the so-called recoverable robust assignment problem on balanced bipartite graphs with $2n$ vertices, a mainstream problem in robust optimization: For two given linear cost functions $c_1$ and $c_2$ on the edges and a given…

数据结构与算法 · 计算机科学 2020-10-23 Dennis Fischer , Tim A. Hartmann , Stefan Lendl , Gerhard J. Woeginger

We investigate the average minimum cost of a bipartite matching between two samples of n independent random points uniformly distributed on a unit cube in d $\ge$ 3 dimensions, where the matching cost between two points is given by any…

偏微分方程分析 · 数学 2021-06-02 Michael Goldman , Dario Trevisan

We investigate the minimum cost of a wide class of combinatorial optimization problems over random bipartite geometric graphs in $\mathbb{R}^d$ where the edge cost between two points is given by a $p$-th power of their Euclidean distance.…

概率论 · 数学 2023-07-20 Michael Goldman , Dario Trevisan

We study the asymptotic behaviour of the expected cost of the random matching problem on a $2$-dimensional compact manifold, improving in several aspects the results of L. Ambrosio, F. Stra and D. Trevisan (A PDE approach to a 2-dimensional…

概率论 · 数学 2019-09-23 Luigi Ambrosio , Federico Glaudo

We discuss the optimal matching solution for both the assignment problem and the matching problem in one dimension for a large class of convex cost functions. We consider the problem in a compact set with the topology both of the interval…

无序系统与神经网络 · 物理学 2017-10-11 Sergio Caracciolo , Matteo D'Achille , Gabriele Sicuro

We consider the maximum bipartite matching problem in stochastic settings, namely the query-commit and price-of-information models. In the query-commit model, an edge e independently exists with probability $p_e$. We can query whether an…

数据结构与算法 · 计算机科学 2019-10-15 Buddhima Gamlath , Sagar Kale , Ola Svensson

We study the classical weighted perfect matchings problem for bipartite graphs or sometimes referred to as the assignment problem, i.e., given a weighted bipartite graph $G = (U\cup V,E)$ with weights $w : E \rightarrow \mathcal{R}$ we are…

数据结构与算法 · 计算机科学 2021-01-19 Megha Khosla , Avishek Anand

We consider cost constrained versions of the minimum spanning tree problem and the assignment problem. We assume edge weights are independent copies of a continuous random variable $Z$ that satisfies $F(x)=\Pr(Z\leq x)\approx x^\alpha$ as…

数据结构与算法 · 计算机科学 2021-06-01 Alan Frieze , Tomasz Tkocz

We study the problem of recovering a planted matching in randomly weighted complete bipartite graphs $K_{n,n}$. For some unknown perfect matching $M^*$, the weight of an edge is drawn from one distribution $P$ if $e \in M^*$ and another…

数据结构与算法 · 计算机科学 2020-11-11 Mehrdad Moharrami , Cristopher Moore , Jiaming Xu

In this paper we present the exact solution for the average minimum energy of the random bipartite matching model with an arbitrary finite number of elements where random paired interactions are described by independent exponential…

无序系统与神经网络 · 物理学 2009-10-31 Viktor Dotsenko

Let $G=(U \cup V, E)$ be a bipartite graph, where $U$ represents jobs and $V$ represents machines. We study a new variant of the bipartite matching problem in which each job in $U$ can be matched to at most one machine in $V$, and the…

数据结构与算法 · 计算机科学 2025-08-28 Shaul Rosner , Tami Tamir

We propose a new approach for the study of the quadratic stochastic Euclidean bipartite matching problem between two sets of $N$ points each, $N\gg 1$. The points are supposed independently randomly generated on a domain…

统计力学 · 物理学 2015-12-02 Sergio Caracciolo , Gabriele Sicuro

Stochastic matching is the stochastic version of the well-known matching problem, which consists in maximizing the rewards of a matching under a set of probability distributions associated with the nodes and edges. In most stochastic…

最优化与控制 · 数学 2024-05-01 Yuya Hikima , Yasunori Akagi , Hideaki Kim

Within the context of stochastic probing with commitment, we consider the online stochastic matching problem; that is, the one sided online bipartite matching problem where edges adjacent to an online node must be probed to determine if…

数据结构与算法 · 计算机科学 2021-01-07 Allan Borodin , Calum MacRury , Akash Rakheja

Finding a maximum-weight matching is a classical and well-studied problem in computer science, solvable in cubic time in general graphs. We consider the specialization called assignment problem where the input is a bipartite graph, and…

数据结构与算法 · 计算机科学 2024-10-15 Romaric Duvignau , Noël Gillet , Ralf Klasing
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