使用随机游走的方法计算节点之间的距离至少在1993年就已经有文章提出了,例如文章Resistance distance和Random Walks on Graphs: A Survey. 该算法的思想是,为了计算从节点 A 到节点 B 的距离,我们从节点A出发做随机游走,然后计算首次抵达B所需要的平均步数,并用这个平均步数作为A到B的距离。首次抵达所需的步数在随机...
1993. Random walks on graphs: A Survey. Combinatorics, Bolyai Soc. Math. DJ Aldous - 《Journal of Mathematical Analysis & Applications》 被引量: 86发表: 1991年 Random walks in distributed computing: a survey In this survey, we give an overview of the use of random walks as a traversal ...
本期专栏为“谱图理论”系列的第10期,将介绍耶鲁大学教授、两届哥德尔奖得主Daniel A. Spielman所著图书《Spectral and Algebraic Graph Theory》(电子版链接)第十章Ch10: Random Walks on Graphs中的内容。 本期作者 | 李响,山东大学数据科学研究院 本章首先给出了随机游走的定义,第二节介绍了游走矩阵的谱,第...
Whygraphs?Theunderlyingdataisnaturallyagraph PaperslinkedbycitationAuthorslinkedbyco-authorshipBipartitegraphofcustomersandproductsWeb-graphFriendshipnetworks:whoknowswhom 5 Whatarewelookingfor Ranknodesforaparticularquery Topkmatchesfor“RandomWalks”fromCiteseerWhoarethemostlikely...
We survey a number of algorithms that decide connectivity in undirected graphs. Our focus is on the use of random walks as a tool in reducing the space complexity of these algorithms.doi:10.1007/978-1-4612-0801-3_7Anna R. KarlinPrabhakar Raghavan...
onatWalksYALEYalewalksyale 系统标签: randomwalksgraphs游动yale计算机科学 Spectral Graph Theory Lecture 8 Random Walks on Graphs Daniel A. Spielman September 25, 2009 8.1 Overview We will examine how the eigenvalues of a graph govern the convergence of a random walk on the graph. 8.2 Random Walk...
1993. Random walks on graphs: A Survey. Combinatorics, Bolyai Soc. Math.Aldous, D. J. Random walk covering of some special trees. J. Math. Anal. Appl. 1991, 157, 271-283.D.J. Aldous. Random walk covering of some special trees. J. Math. Analysis Appl., 157:xxx, 1991. To appear...
Randomwalksondirectedgraphsandorientationsofgraphs随机游走有向图和图的方向 系统标签: graphsorientationsdirectedwalksrandomuven UNIVERSITYOFCALIFORNIA,SANDIEGO Randomwalksondirectedgraphsandorientationsofgraphs Adissertationsubmittedinpartialsatisfactionofthe requirementsforthedegree DoctorofPhilosophy in Mathematics by ...
Random walks on graphs: ideas, techniques and results. Journal of Physics A: Mathematical and General, 38(8):R45, 2005.Burioni, R., Cassi, D.: Random walks on graphs: ideas, techniques and results. J. Phys. A: Math. Gen. 38, R45-R78 (2005)...
Random walks on deterministic scale-free networks: Exact results We study the random walk problem on a class of deterministic scale-free networks displaying a degree sequence for hubs scaling as a power law with an expon... E Agliari,R Burioni - 《Physical Review E Statistical Nonlinear & So...