Navigation in small-world networks: a scale-free continuum model

M. Franceschetti, R.W.J. Meester

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

The small-world phenomenon, the principle that we are all linked by a short chain of intermediate acquaintances, has been investigated in mathematics and social sciences. It has been shown to be pervasive both in nature and in engineering systems like the World Wide Web. Work of Jon Kleinberg has shown that people, using only local information, are very effective at finding short paths in a network of social contacts. In this paper we argue that the underlying key to finding short paths is scale invariance. In order to appreciate scale invariance we suggest a continuum setting, since true scale invariance happens at all scales, something which cannot be observed in a discrete model. We introduce a random-connection model that is related to continuum percolation, and we prove the existence of a unique scale-free model, among a large class of models, that allows the construction, with high probability, of short paths between pairs of points separated by any distance. © Applied Probability Trust 2006.
Original languageEnglish
Pages (from-to)1173-1180
JournalJournal of Applied Probability
Volume43
Issue number4
DOIs
Publication statusPublished - 2006

Bibliographical note

MR2274645

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