Cugini, J.
and Banks, D.
(1999),
A Simple and Powerful Heuristic for Speeding Up Force-Directed Graph Layout, International Conference on Computer Graphics and Interactive Techniques
(Accessed April 26, 2024)
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A Simple and Powerful Heuristic for Speeding Up Force-Directed Graph Layout
Published
Author(s)
,
Abstract
Force-directed layout is a commonly used technique to generate visually pleasing representations of graphs. The calculation time for direct implementation is, however, proportional to the square of the number of nodes, thus limiting its usefulness to small and medium-sized graphs, especially for interactive applications. We present a very simple heuristic for accelerating the performance of force-directed layout. Resulting improvements are typically between 15- and 20-fold. We analyze the conditions under which the heuristic works and present a statistical model for computing the expected speedup.Citation
International Conference on Computer Graphics and Interactive Techniques
Pub Type
Journals
Keywords
designed experiment, force-directed algorithm, graph drawing, graph layout
Citation
Created October 20, 1999, Updated February 17, 2017