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Optimal search strategies on complex multi-linked networks
In this paper we consider the problem of optimal search strategies on multi-linked networks, i.e. graphs whose nodes are endowed with several independent sets of links. We focus preliminarily on agents randomly hopping along the links of a graph, with the additional possibility of performing non-loc...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4423499/ https://www.ncbi.nlm.nih.gov/pubmed/25950716 http://dx.doi.org/10.1038/srep09869 |
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author | Di Patti, Francesca Fanelli, Duccio Piazza, Francesco |
author_facet | Di Patti, Francesca Fanelli, Duccio Piazza, Francesco |
author_sort | Di Patti, Francesca |
collection | PubMed |
description | In this paper we consider the problem of optimal search strategies on multi-linked networks, i.e. graphs whose nodes are endowed with several independent sets of links. We focus preliminarily on agents randomly hopping along the links of a graph, with the additional possibility of performing non-local hops to randomly chosen nodes with a given probability. We show that an optimal combination of the two jump rules exists that maximises the efficiency of target search, the optimum reflecting the topology of the network. We then generalize our results to multi-linked networks with an arbitrary number of mutually interfering link sets. |
format | Online Article Text |
id | pubmed-4423499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-44234992015-05-13 Optimal search strategies on complex multi-linked networks Di Patti, Francesca Fanelli, Duccio Piazza, Francesco Sci Rep Article In this paper we consider the problem of optimal search strategies on multi-linked networks, i.e. graphs whose nodes are endowed with several independent sets of links. We focus preliminarily on agents randomly hopping along the links of a graph, with the additional possibility of performing non-local hops to randomly chosen nodes with a given probability. We show that an optimal combination of the two jump rules exists that maximises the efficiency of target search, the optimum reflecting the topology of the network. We then generalize our results to multi-linked networks with an arbitrary number of mutually interfering link sets. Nature Publishing Group 2015-05-07 /pmc/articles/PMC4423499/ /pubmed/25950716 http://dx.doi.org/10.1038/srep09869 Text en Copyright © 2015, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Di Patti, Francesca Fanelli, Duccio Piazza, Francesco Optimal search strategies on complex multi-linked networks |
title | Optimal search strategies on complex multi-linked networks |
title_full | Optimal search strategies on complex multi-linked networks |
title_fullStr | Optimal search strategies on complex multi-linked networks |
title_full_unstemmed | Optimal search strategies on complex multi-linked networks |
title_short | Optimal search strategies on complex multi-linked networks |
title_sort | optimal search strategies on complex multi-linked networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4423499/ https://www.ncbi.nlm.nih.gov/pubmed/25950716 http://dx.doi.org/10.1038/srep09869 |
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