Alternative Tilings for the Fast Multipole Method on the Plane

نویسندگان

  • Yuancheng Luo
  • Ramani Duraiswami
چکیده

The fast multipole method (FMM) performs fast approximate kernel summation to a specified tolerance ǫ by using a hierarchical division of the domain, which groups source and receiver points into regions that satisfy local separation and the well-separated pair decomposition properties. While square tilings and quadtrees are commonly used in 2D, we investigate alternative tilings and associated spatial data structures: regular hexagons (septree) and triangles (triangle-quadtree). We show that both structures satisfy separation properties for the FMM and prove their theoretical error bounds and computational costs. Empirical runtime and error analysis of our implementations are provided.

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عنوان ژورنال:
  • CoRR

دوره abs/1204.3105  شماره 

صفحات  -

تاریخ انتشار 2012