Title
Faster Force-Directed Graph Drawing with the Well-Separated Pair Decomposition.
Abstract
The force-directed paradigm is one of the few generic approaches to drawing graphs. Since force-directed algorithms can be extended easily, they are used frequently. Most of these algorithms are, however, quite slow on large graphs as they compute a quadratic number of forces in each iteration. We speed up this computation by using an approximation based on the well-separated pair decomposition. We perform experiments on a large number of graphs and show that we can strongly reduce the runtime--even on graphs with less then a hundred vertices--without a significant influence on the quality of the drawings in terms of number of crossings and deviation in edge lengths.
Year
DOI
Venue
2016
10.3390/a9030053
Algorithms
Keywords
DocType
Volume
force-directed graph drawing,well-separated pair decomposition,Fruchterman-Reingold algorithm,experiments,number of crossings,deviation of edge lengths,runtime
Journal
9
Issue
Citations 
PageRank 
3
0
0.34
References 
Authors
5
3
Name
Order
Citations
PageRank
Fabian Lipp1144.44
Alexander Wolff2436.65
Johannes Zink311.35