Title
Efficient generation of networks with given expected degrees
Abstract
We present an efficient algorithm to generate random graphs with a given sequence of expected degrees. Existing algorithms run in O(N2) time where N is the number of nodes. We prove that our algorithm runs in O(N +M) expected time where M is the expected number of edges. If the expected degrees are chosen from a distribution with finite mean, this is O(N) as N → ∞.
Year
DOI
Venue
2011
10.1007/978-3-642-21286-4_10
WAW
Keywords
Field
DocType
random graph,expected number,efficient generation,expected time,expected degree,efficient algorithm,finite mean
Discrete mathematics,Combinatorics,Random graph,Expected value,Mathematics
Conference
Volume
ISSN
Citations 
6732
0302-9743
19
PageRank 
References 
Authors
0.95
9
2
Name
Order
Citations
PageRank
Joel C. Miller1756.24
Hagberg Aric21529.03