Scale-free network topology and multifractality in a weighted planar stochastic lattice
Abstract
We propose a weighted planar stochastic lattice (WPSL) formed by the random sequential partition of a plane into contiguous and non-overlapping blocks and we find that it evolves following several non-trivial conservation laws, namely \sum_i^N x_i^{n-1} y_i^{4/n-1} is independent of time ∀n, where xi and yi are the length and width of the ith block. Its dual on the other hand, obtained by replacing each block with a node at its centre and the common border between blocks with an edge joining the two vertices, emerges as a network with a power-law degree distribution P(k)~k- γ, where γ=5.66 reveals scale-free coordination number disorder since P(k) also describes the fraction of blocks having k neighbours. To quantify the size disorder, we show that if the ith block is populated with pi~xi3, then its distribution in the WPSL exhibits multifractality.
- Publication:
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New Journal of Physics
- Pub Date:
- September 2010
- DOI:
- arXiv:
- arXiv:1008.4994
- Bibcode:
- 2010NJPh...12i3045H
- Keywords:
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- Condensed Matter - Statistical Mechanics;
- Physics - Data Analysis;
- Statistics and Probability;
- Physics - Physics and Society
- E-Print:
- 7 pages, 8 figures, To appear in New Journal of Physics (NJP)