Fast Node Overlap Removal

Dwyer, Tim and Marriott, Kim and Stuckey, Peter J. (2006) Fast Node Overlap Removal. In: Graph Drawing 13th International Symposium, GD 2005, September 12-14, 2005 , pp. 153-164(Official URL: http://dx.doi.org/10.1007/11618058_15).

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Abstract

Most graph layout algorithms treat nodes as points. The problem of node overlap removal is to adjust the layout generated by such methods so that nodes of non-zero width and height do not overlap, yet are as close as possible to their original positions. We give an O( n log n) algorithm for achieving this assuming that that the number of nodes overlapping any single node is bounded by some constant. This method has two parts, a constraint generation algorithm which generates a linear number of ``separation`` constraints and an algorithm for finding a solution to these constraints ``close`` to the original node placement values. We also extend our constraint solving algorithm to give an active-set based algorithm which is guaranteed to find the optimal solution but which has considerably worse theoretical complexity. We compare our method with convex quadratic optimization and force-scan approaches and find that it is faster than either, gives results of better quality than force scan methods and similar quality to the quadratic optimisation approach.

Item Type: Conference Paper
Additional Information: 10.1007/11618058_15
Classifications: G Algorithms and Complexity > G.560 Geometry
URI: http://gdea.informatik.uni-koeln.de/id/eprint/688

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