BibTeX
@ARTICLE{
Lulfesmann2014Seg,
title = "Sub-exponential graph coloring algorithm for stencil-based {J}acobian computations",
journal = "Journal of Computational Science",
volume = "5",
number = "1",
pages = "1--11",
year = "2014",
issn = "1877-7503",
doi = "http://dx.doi.org/10.1016/j.jocs.2013.06.002",
url = "http://www.sciencedirect.com/science/article/pii/S1877750313000781",
author = "M. L{\"u}lfesmann and K. Kawarabayashi",
abstract = "Abstract Partial differential equations can be discretized using a regular
Cartesian grid and a stencil-based method to approximate the partial derivatives. The computational
effort for determining the associated Jacobian matrix can be reduced. This reduction can be modeled
as a (grid) coloring problem. Currently, this problem is solved by using a heuristic approach for
general graphs or by developing a formula for every single stencil. We introduce a sub-exponential
algorithm using the Lipton–Tarjan separator in a divide-and-conquer approach to compute an
optimal coloring. The practical relevance of the algorithm is evaluated when compared with an
exponential algorithm and a greedy heuristic.",
keywords = "Sparsity exploitation",
ad_theotech = "graph coloring, Sparsity"
}
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