Title of article :
Diffusive capture processes for information search
Author/Authors :
Sungmin Lee، نويسنده , , Soon-Hyung Yook، نويسنده , , Yup Kim، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2007
Abstract :
We show how effectively the diffusive capture processes (DCP) on complex networks can be applied to information search in the networks. Numerical simulations show that our method generates only 2% of traffic compared with the most popular flooding-based query-packet-forwarding (FB) algorithm. We find that the average searching time, T , of the our model is more scalable than another well known n-random walker model and comparable to the FB algorithm both on real Gnutella network and scale-free networks with γ=2.4. We also discuss the possible relationship between T and k2 , the second moment of the degree distribution of the networks.
Journal title :
Physica A Statistical Mechanics and its Applications
Journal title :
Physica A Statistical Mechanics and its Applications