Minimal spanning trees for graphs with random edge lengths

被引:0
|
作者
Steele, JM [1 ]
机构
[1] Univ Penn, Wharton Sch, Dept Stat, Philadelphia, PA 19104 USA
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The theory of the minimal spanning tree (ATST) of a connected graph whose edges are assigned lengths according to independent identically distributed random variables is developed from two directions. First, it is shown how the Tutte polynomial for a connected graph can be used to provide an exact formula for the length of the minimal spanning tree under the model of uniformly distributed edge lengths. Second, it is shown how the theory of local weak convergence provides a systematic approach to the asymptotic theory, of the length of the MST and related power sums. Consequences of these investigations include (1) the exact rational determination of the expected length of the MST for the complete graph K-n for 2 less than or equal to n < 9 and (2) refinements of the results of Penrose (1998) for the MST of the d-cube and results of Beveridge, Frieze, and McDiarmid (1998) and Frieze, Ruziriko, and Thoma (2000) for graphs with modest expansion properties. In most cases, the results reviewed here have not reached their final form, and they should be viewed as part of work-in-progress.
引用
收藏
页码:223 / 245
页数:23
相关论文
共 50 条
  • [41] Optimal path and minimal spanning trees in random weighted networks
    Braunstein, Lidia A.
    Wu, Zhenhua
    Chen, Yiping
    Buldyrev, Sergey V.
    Kalisky, Tomer
    Sreenivasan, Sameet
    Cohen, Reuven
    Lopez, Eduardo
    Havlin, Shlomo
    Stanley, H. Eugene
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2007, 17 (07): : 2215 - 2255
  • [42] Scaling limits for minimal and random spanning trees in two dimensions
    Aizenman, M
    Burchard, A
    Newman, CM
    Wilson, DB
    RANDOM STRUCTURES & ALGORITHMS, 1999, 15 (3-4) : 319 - 367
  • [43] ASYMPTOTICS FOR EUCLIDEAN MINIMAL SPANNING-TREES ON RANDOM POINTS
    ALDOUS, D
    STEELE, JM
    PROBABILITY THEORY AND RELATED FIELDS, 1992, 92 (02) : 247 - 258
  • [44] Minimal spanning trees
    Schmerl, JH
    PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 2004, 132 (02) : 333 - 340
  • [46] CONNECTIVITY OF RANDOM GEOMETRIC GRAPHS RELATED TO MINIMAL SPANNING FORESTS
    Hirsch, C.
    Neuhaeuser, D.
    Schmidt, V.
    ADVANCES IN APPLIED PROBABILITY, 2013, 45 (01) : 20 - 36
  • [47] Expected Lengths of Minimum Spanning Trees for Non-identical Edge Distributions
    Li, Wenbo V.
    Zhang, Xinyi
    ELECTRONIC JOURNAL OF PROBABILITY, 2010, 15 : 110 - 141
  • [48] The scaling of the minimum sum of edge lengths in uniformly random trees
    Luis Esteban, Juan
    Ferrer-i-Cancho, Ramon
    Gomez-Rodriguez, Carlos
    JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2016,
  • [49] OPTIMAL VENTCEL GRAPHS, MINIMAL COST SPANNING TREES AND ASYMPTOTIC PROBABILITIES
    Chiang, Tzuu-Shuh
    Chow, Yunshyong
    APPLICABLE ANALYSIS AND DISCRETE MATHEMATICS, 2007, 1 (01) : 265 - 275
  • [50] PARALLEL ALGORITHMS FOR MINIMAL SPANNING-TREES OF DIRECTED-GRAPHS
    ZHANG, YX
    INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 1989, 18 (03) : 205 - 221