{ "id": "cond-mat/0508435", "version": "v1", "published": "2005-08-18T18:56:48.000Z", "updated": "2005-08-18T18:56:48.000Z", "title": "Traversal Times for Random Walks on Small-World Networks", "authors": [ "P. E. Parris", "V. M. Kenkre" ], "comment": "9 pages, 5 figures", "doi": "10.1103/PhysRevE.72.056119", "categories": [ "cond-mat.dis-nn", "cond-mat.stat-mech" ], "abstract": "We study the mean traversal time for a class of random walks on Newman-Watts small-world networks, in which steps around the edge of the network occur with a transition rate F that is different from the rate f for steps across small-world connections. When f >> F, the mean time to traverse the network exhibits a transition associated with percolation of the random graph (i.e., small-world) part of the network, and a collapse of the data onto a universal curve. This transition was not observed in earlier studies in which equal transition rates were assumed for all allowed steps. We develop a simple self-consistent effective medium theory and show that it gives a quantitatively correct description of the traversal time in all parameter regimes except the immediate neighborhood of the transition, as is characteristic of most effective medium theories.", "revisions": [ { "version": "v1", "updated": "2005-08-18T18:56:48.000Z" } ], "analyses": { "keywords": [ "random walks", "simple self-consistent effective medium theory", "newman-watts small-world networks", "mean traversal time", "equal transition rates" ], "tags": [ "journal article" ], "publication": { "publisher": "APS", "journal": "Phys. Rev. E" }, "note": { "typesetting": "TeX", "pages": 9, "language": "en", "license": "arXiv", "status": "editable" } } }