Generating clustered scale-free networks using Poisson based localization of edges

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dc.contributor.authorTurker, Ilker
dc.date.accessioned2024-09-29T16:00:30Z
dc.date.available2024-09-29T16:00:30Z
dc.date.issued2018
dc.departmentKarabük Üniversitesien_US
dc.description.abstractWe introduce a variety of network models using a Poisson-based edge localization strategy, which result in clustered scale-free topologies. We first verify the success of our localization strategy by realizing a variant of the well-known Watts-Strogatz model with an inverse approach, implying a small-world regime of rewiring from a random network through a regular one. We then apply the rewiring strategy to a pure Barabasi-Albert model and successfully achieve a small-world regime, with a limited capacity of scale-free property. To imitate the high clustering property of scale-free networks with higher accuracy, we adapted the Poisson-based wiring strategy to a growing network with the ingredients of both preferential attachment and local connectivity. To achieve the collocation of these properties, we used a routine of flattening the edges array, sorting it, and applying a mixing procedure to assemble both global connections with preferential attachment and local clusters. As a result, we achieved clustered scale-free networks with a computational fashion, diverging from the recent studies by following a simple but efficient approach. (C) 2018 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.physa.2018.01.009
dc.identifier.endpage85en_US
dc.identifier.issn0378-4371
dc.identifier.issn1873-2119
dc.identifier.scopus2-s2.0-85042866327en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage72en_US
dc.identifier.urihttps://doi.org/10.1016/j.physa.2018.01.009
dc.identifier.urihttps://hdl.handle.net/20.500.14619/5195
dc.identifier.volume497en_US
dc.identifier.wosWOS:000428826700007en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofPhysica A-Statistical Mechanics and Its Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNetwork modelingen_US
dc.subjectClusteringen_US
dc.subjectScale-free networksen_US
dc.subjectSmall-world networksen_US
dc.titleGenerating clustered scale-free networks using Poisson based localization of edgesen_US
dc.typeArticleen_US

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