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We study Kleinberg navigation (the search of a target in a d-dimensional lattice, where each site is connected to one other random site at distance r, with probability proportional to r^{-a}) by means of an exact master equation for the process. We show that the asymptotic scaling behavior for the delivery time T to a target at distance L scales as (ln L)^2 when a=d, and otherwise as L^x, with x=(d-a)/(d+1-a) for ad+1. These values of x exceed the rigorous lower-bounds established by Kleinberg. We also address the situation where there is a finite probability for the message to get lost along its way and find short delivery times (conditioned upon arrival) for a wide range of a's.
Physics - Physics and Society, Statistical Mechanics (cond-mat.stat-mech), Social Support, FOS: Physical sciences, Physics and Society (physics.soc-ph), Models, Theoretical, Condensed Matter - Statistical Mechanics, Algorithms
Physics - Physics and Society, Statistical Mechanics (cond-mat.stat-mech), Social Support, FOS: Physical sciences, Physics and Society (physics.soc-ph), Models, Theoretical, Condensed Matter - Statistical Mechanics, Algorithms
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 28 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Top 10% | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Top 10% | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Top 10% |