Physics – Physics and Society
Scientific paper
2010-12-16
Physics
Physics and Society
10 pages
Scientific paper
10.1103/PhysRevE.83.056107
We present an analytical approach to determining the expected cascade size in a broad range of dynamical models on the class of random networks with arbitrary degree distribution and nonzero clustering introduced in [M.E.J. Newman, Phys. Rev. Lett. 103, 058701 (2009)]. A condition for the existence of global cascades is derived as well as a general criterion which determines whether increasing the level of clustering will increase, or decrease, the expected cascade size. Applications, examples of which are provided, include site percolation, bond percolation, and Watts' threshold model; in all cases analytical results give excellent agreement with numerical simulations.
Gleeson James P.
Hackett Adam
Melnik Sergey
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