Limited path percolation in complex networks |
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Authors: | López Eduardo Parshani Roni Cohen Reuven Carmi Shai Havlin Shlomo |
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Affiliation: | CNLS & T-7, Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA. edlopez@lanl.gov |
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Abstract: | We study the stability of network communication after removal of a fraction q=1-p of links under the assumption that communication is effective only if the shortest path between nodes i and j after removal is shorter than al(ij)(a> or =1) where l(ij) is the shortest path before removal. For a large class of networks, we find analytically and numerically a new percolation transition at p(c)=(kappa(0)-1)((1-a)/a), where kappa(0) [triple bond] / and k is the node degree. Above p(c), order N nodes can communicate within the limited path length al(ij), while below p(c), N(delta) (delta<1) nodes can communicate. We expect our results to influence network design, routing algorithms, and immunization strategies, where short paths are most relevant. |
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