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相关论文: The Use of Minimal Spanning Trees in Particle Phys…

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The minimum spanning tree (MST), a graph constructed from a distribution of points, draws lines between pairs of points so that all points are linked in a single skeletal structure that contains no loops and has minimal total edge length.…

天体物理仪器与方法 · 物理学 2019-10-22 Krishna Naidoo

Recent years have witnessed a surge of biological interest in the minimum spanning tree (MST) problem for its relevance to automatic model construction using the distances between data points. Despite the increasing use of MST algorithms…

定量方法 · 定量生物学 2015-11-02 Momoko Hayamizu , Hiroshi Endo , Kenji Fukumizu

Cosmological studies of large-scale structure have relied on two-point statistics, not fully exploiting the rich structure of the cosmic web. In this paper we show how to capture some of this cosmic web information by using the minimum…

宇宙学与河外天体物理 · 物理学 2019-12-03 Krishna Naidoo , Lorne Whiteway , Elena Massara , Davide Gualdi , Ofer Lahav , Matteo Viel , Héctor Gil-Marín , Andreu Font-Ribera

Minimum spanning trees (MSTs) provide a convenient representation of datasets in numerous pattern recognition activities. Moreover, they are relatively fast to compute. In this paper, we quantify the extent to which they are meaningful in…

机器学习 · 统计学 2025-10-16 Marek Gagolewski , Anna Cena , Maciej Bartoszuk , Łukasz Brzozowski

In this work, we introduce a quantitative methodology to define what is the main trunk and what are the significant branches of a minimum spanning tree (MST). We apply it to the pulsar tree, i.e. the MST of the pulsar population constructed…

高能天体物理现象 · 物理学 2023-01-25 C. R. García , Diego F. Torres

Minimal spanning trees on infinite vertex sets are investigated. A criterion for minimality of a spanning tree having a finite length is obtained, which generalizes the corresponding classical result for finite sets. It is given an analytic…

度量几何 · 数学 2014-03-18 A. O. Ivanov , A. A. Tuzhilin

A complete understanding of real networks requires us to understand the consequences of the uneven interaction strengths between a system's components. Here we use the minimum spanning tree (MST) to explore the effect of weight assignment…

无序系统与神经网络 · 物理学 2007-05-23 P. J. Macdonald , E. Almaas , A. -L. Barabasi

The geometric $\delta$-minimum spanning tree problem ($\delta$-MST) is the problem of finding a minimum spanning tree for a set of points in a normed vector space, such that no vertex in the tree has a degree which exceeds $\delta$, and the…

计算几何 · 计算机科学 2019-01-28 Patrick J. Andersen , Charl J. Ras

We use the Minimal Spanning Tree to characterize the aggregation level of given sets of points. We test 3 distances based on the histogram of the MST edges to discriminate between the distributions. We calibrate the method by using…

天体物理学 · 物理学 2007-05-23 C. Adami , A. Mazure

We show that the geometry of minimum spanning trees (MST) on random graphs is universal. Due to this geometric universality, we are able to characterise the energy of MST using a scaling distribution ($P(\epsilon)$) found using uniform…

统计力学 · 物理学 2009-11-07 R. Dobrin , P. M. Duxbury

The minimal spanning tree (MST) algorithm is a graph-theoretical cluster-finding method. We previously applied it to gamma-ray bidimensional images, showing that it is quite sensitive in finding faint sources. Possible sources are…

天体物理仪器与方法 · 物理学 2013-08-06 R. Campana , E. Bernieri , E. Massaro , F. Tinebra , G. Tosti

There are numerous randomized algorithms to generate spanning trees in a given ambient graph; several target the uniform distribution on trees (UST), while in practice the fastest and most frequently used draw random weights on the edges…

离散数学 · 计算机科学 2026-04-29 Eric Babson , Moon Duchin , Annina Iseli , Pietro Poggi-Corradini , Dylan Thurston , Jamie Tucker-Foltz

We study the relation between the minimal spanning tree (MST) on many random points and the "near-minimal" tree which is optimal subject to the constraint that a proportion $\delta$ of its edges must be different from those of the MST.…

概率论 · 数学 2007-07-24 David Aldous , Charles Bordenave , Marc Lelarge

The Minimum Weight Steiner Tree (MST) is an important combinatorial optimization problem over networks that has applications in a wide range of fields. Here we discuss a general technique to translate the imposed global connectivity…

统计力学 · 物理学 2009-11-13 M. Bayati , C. Borgs , A. Braunstein , J. Chayes , A. Ramezanpour , R. Zecchina

In this article, we study the Euclidean minimum spanning tree problem in an imprecise setup. The problem is known as the \emph{Minimum Spanning Tree Problem with Neighborhoods} in the literature. We study the problem where the neighborhoods…

计算几何 · 计算机科学 2021-04-12 Sanjana Dey , Ramesh K. Jallu , Subhas C. Nandy

The global structure of the minimal spanning tree (MST) is expected to be universal for a large class of underlying random discrete structures. However, very little is known about the intrinsic geometry of MSTs of most standard models, and…

概率论 · 数学 2021-06-01 Louigi Addario-Berry , Sanchayan Sen

In this paper, we study the form over the minimum spanning tree problem (MST) from which we will derive an intuitively generalized model and new methods with the upper bound of runtimes of logarithm. The new pattern we made has taken…

离散数学 · 计算机科学 2017-06-26 Yong Tan

Now a days many algorithms are invented or being inventing to find the solution for Euclidean Minimum Spanning Tree, EMST, problem, as its applicability is increasing in much wide range of fields containing spatial or spatio temporal data…

性能 · 计算机科学 2012-10-24 Hazarath Munaga , Venkata Jarugumalli

This paper studies Minimum Spanning Trees under incomplete information for its vertices. We assume that no information is available on the precise placement of vertices so that it is only known that vertices belong to some neighborhoods…

最优化与控制 · 数学 2016-11-10 Víctor Blanco , Elena Fernández , Justo Puerto

In this paper, we study weakly dynamic undirected graphs, that can be used to represent some logistic networks. The goal is to deliver all the delivery points in the network. The network exists in a mostly stable environment, except for a…

数据结构与算法 · 计算机科学 2019-04-11 Moustafa Nakechbandi , Jean-Yves Colin , Hervé Mathieu
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