Sandpiles on multiplex networks
- 184 Downloads
We introduce the sandpile model on multiplex networks with more than one type of edge and investigate its scaling and dynamical behaviors. We find that the introduction of multiplexity does not alter the scaling behavior of avalanche dynamics; the system is critical with an asymptotic power-law avalanche size distribution with an exponent τ = 3/2 on duplex random networks. The detailed cascade dynamics, however, is affected by the multiplex coupling. For example, higher-degree nodes such as hubs in scale-free networks fail more often in the multiplex dynamics than in the simplex network counterpart in which different types of edges are simply aggregated. Our results suggest that multiplex modeling would be necessary in order to gain a better understanding of cascading failure phenomena of real-world multiplex complex systems, such as the global economic crisis.
KeywordsMultiplex networks Sandpiles Cascading failure
Unable to display preview. Download preview PDF.
- E. A. Leicht and R. M. D’souza, arXiv:0907.0894.Google Scholar
- K.-M. Lee, J. Y. Kim, W.-k. Cho, K.-I. Goh and I.-M. Kim, arXiv:1111.0107.Google Scholar
- C. D. Brummitt, K.-M. Lee and K.-I. Goh, arXiv: 1112.0093.Google Scholar
- P. Erdős and A. Rényi, Publ. Math. Inst. Hung. Acad. Sci. 5, 17 (1960).Google Scholar
- C. D. Brummitt, R. M. D’souza and E. A. Leicht, arXiv:1106.4499v1.Google Scholar