CiSE: a circular spring embedder layout algorithm
IEEE Transactions on Visualization and Computer Graphics
Institute of Electrical and Electronics Engineers
953 - 966
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We present a new algorithm for automatic layout of clustered graphs using a circular style. The algorithm tries to determine optimal location and orientation of individual clusters intrinsically within a modified spring embedder. Heuristics such as reversal of the order of nodes in a cluster and swap of neighboring node pairs in the same cluster are employed intermittently to further relax the spring embedder system, resulting in reduced inter-cluster edge crossings. Unlike other algorithms generating circular drawings, our algorithm does not require the quotient graph to be acyclic, nor does it sacrifice the edge crossing number of individual clusters to improve respective positioning of the clusters. Moreover, it reduces the total area required by a cluster by using the space inside the associated circle. Experimental results show that the execution time and quality of the produced drawings with respect to commonly accepted layout criteria are quite satisfactory, surpassing previous algorithms. The algorithm has also been successfully implemented and made publicly available as part of a compound and clustered graph editing and layout tool named Chisio. © 1995-2012 IEEE.
KeywordsAlgorithm design and analysis
Algorithm design and analysis
Force - directed layout
Visualization systems and software
Visualization techniques and methodologies
Published Version (Please cite this version)http://dx.doi.org/10.1109/TVCG.2012.178
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