A highly efficient algorithm for the generation of random fractal aggregates

A technique to generate random fractal aggregates where the fractal dimension is fixed a priori is presented. The algorithm utilizes the box-counting measure of the fractal dimension to determine the number of hypercubes required to encompass the aggregate, on a set of length scales, over which the...

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Veröffentlicht in:Physica. D 2010-06, Vol.239 (12), p.1061-1066
Hauptverfasser: Brown, M.R., Errington, R., Rees, P., Williams, P.R., Wilks, S.P.
Format: Artikel
Sprache:eng
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Zusammenfassung:A technique to generate random fractal aggregates where the fractal dimension is fixed a priori is presented. The algorithm utilizes the box-counting measure of the fractal dimension to determine the number of hypercubes required to encompass the aggregate, on a set of length scales, over which the structure can be defined as fractal. At each length scale the hypercubes required to generate the structure are chosen using a simple random walk which ensures connectivity of the aggregate. The algorithm is highly efficient and overcomes the limitations on the magnitude of the fractal dimension encountered by previous techniques.
ISSN:0167-2789
1872-8022
DOI:10.1016/j.physd.2010.02.018