Intermittent exploration on a scale-free network

We study an intermittent random walk on a random network of scale-free degree distribution. The walk is a combination of simple random walks of duration tw and random long-range jumps. While the time the walker needs to cover all the nodes increases with tw, the corresponding time for the edges disp...

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Veröffentlicht in:Europhysics letters 2007-03, Vol.77 (6), p.60004-60004 (5)
1. Verfasser: Ramezanpour, A
Format: Artikel
Sprache:eng
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Zusammenfassung:We study an intermittent random walk on a random network of scale-free degree distribution. The walk is a combination of simple random walks of duration tw and random long-range jumps. While the time the walker needs to cover all the nodes increases with tw, the corresponding time for the edges displays a nonmonotonic behaviour with a minimum for some nontrivial value of tw. This is a heterogeneity-induced effect that is not observed in homogeneous small-world networks. The optimal tw increases with the degree of assortativity in the network. Depending on the nature of degree correlations and the elapsed time the walker finds an over/under-estimate of the degree distribution exponent.
ISSN:0295-5075
1286-4854
DOI:10.1209/0295-5075/77/60004