Multiplexity-facilitated cascade dynamics in networks
ORAL
Abstract
Most complex network studies thus far have been focused on single-layer framework. It becomes increasingly clearly, however, that many real-world complex systems are {\it multiplex} ---nodes interact with multiple types of interactions (links) which coexist, co-depend, and co-evolve. The interplay of such multiplex interactions may confer nontrivial consequences on network dynamics. Here we present recent results on how such multiplexity affects cascade dynamics on networks. We found the cascasde progression is greatly facilitated by multiplexity. Layers that are unable to achieve global cascades in isolation can cooperatively achieve them by multiplex coupling. Therefore, the multiplex network can be dramatically more vulnerable to global cascades than single-layer or simplex networks. Implication of these results on cascade prediction and control in social and economic dynamics is also discussed.
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Authors
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Kyu-Min Lee
Department of Physics and Institute of Basic Science, Korea University
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Charles Brummitt
Department of Mathematics and Complexity Sciences Center, University of California, Davis
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Kwang-Il Goh
Department of Physics and Institute of Basic Science, Korea University