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Limited Path Percolation in Complex Networks

, , , , and . Abstract Book of the XXIII IUPAP International Conference on Statistical Physics, Genova, Italy, (9-13 July 2007)

Abstract

We study the stability of network communication after removal of $q=1-p$ links under the assumption that communication is effective only if the shortest path between nodes $i$ and $j$ after removal is shorter than $a\ell_ij (a\geq1)$ where $\ell_ij$ is the shortest path before removal. For a large class of networks, we find a new percolation transition at $p_c=(\kappa_o-1)^(1-a)/a$, where $\kappa_o< k^2>/< k>$ and $k$ is the node degree. Below $p_c$, only a fraction $N^\delta$ of the network nodes can communicate, where $\deltaa(1-|p|/(\kappa_o-1)) < 1$, while above $p_c$, order $N$ nodes can communicate within the limited path length $a\ell_ij$. Our analytical results are supported by simulations on Erd\Hos-Rényi and scale-free network models. We expect our results to influence the design of networks, routing algorithms, and immunization strategies, where short paths are most relevant.

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