Exact Expectations of Minimal Spanning Trees for Graphs With Random Edge Weights

Loading...
Thumbnail Image
Penn collection
Statistics Papers
Degree type
Discipline
Subject
Business
Statistics and Probability
Funder
Grant number
License
Copyright date
Distributor
Related resources
Author
Fill, James A
Steele, J Michael
Contributor
Abstract

Two methods are used to compute the expected value of the length of the minimal spanning tree (MST) of a graph whose edges are assigned lengths which are independent and uniformly distributed. The first method yields an exact formula in terms of the Tutte polynomial. As an illustration, the expected length of the MST of the Petersen graph is found to be 34877/12012 = 2.9035 .... A second, more elementary, method for computing the expected length of the MST is then derived by conditioning on the length of the shortest edge. Both methods in principle apply to any finite graph. To illustrate the method we compute the expected lengths of the MSTs for complete graphs.

Advisor
Date Range for Data Collection (Start Date)
Date Range for Data Collection (End Date)
Digital Object Identifier
Series name and number
Publication date
2005-01-01
Journal title
Stein's Method and Applications
Volume number
Issue number
Publisher
Publisher DOI
Journal Issue
Comments
Recommended citation
Collection