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Modified box dimension and average weighted receiving time on the weighted fractal networks
In this paper a family of weighted fractal networks, in which the weights of edges have been assigned to different values with certain scale, are studied. For the case of the weighted fractal networks the definition of modified box dimension is introduced, and a rigorous proof for its existence is g...
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/PMC4678901/ https://www.ncbi.nlm.nih.gov/pubmed/26666355 http://dx.doi.org/10.1038/srep18210 |
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author | Dai, Meifeng Sun, Yanqiu Shao, Shuxiang Xi, Lifeng Su, Weiyi |
author_facet | Dai, Meifeng Sun, Yanqiu Shao, Shuxiang Xi, Lifeng Su, Weiyi |
author_sort | Dai, Meifeng |
collection | PubMed |
description | In this paper a family of weighted fractal networks, in which the weights of edges have been assigned to different values with certain scale, are studied. For the case of the weighted fractal networks the definition of modified box dimension is introduced, and a rigorous proof for its existence is given. Then, the modified box dimension depending on the weighted factor and the number of copies is deduced. Assuming that the walker, at each step, starting from its current node, moves uniformly to any of its nearest neighbors. The weighted time for two adjacency nodes is the weight connecting the two nodes. Then the average weighted receiving time (AWRT) is a corresponding definition. The obtained remarkable result displays that in the large network, when the weight factor is larger than the number of copies, the AWRT grows as a power law function of the network order with the exponent, being the reciprocal of modified box dimension. This result shows that the efficiency of the trapping process depends on the modified box dimension: the larger the value of modified box dimension, the more efficient the trapping process is. |
format | Online Article Text |
id | pubmed-4678901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-46789012015-12-18 Modified box dimension and average weighted receiving time on the weighted fractal networks Dai, Meifeng Sun, Yanqiu Shao, Shuxiang Xi, Lifeng Su, Weiyi Sci Rep Article In this paper a family of weighted fractal networks, in which the weights of edges have been assigned to different values with certain scale, are studied. For the case of the weighted fractal networks the definition of modified box dimension is introduced, and a rigorous proof for its existence is given. Then, the modified box dimension depending on the weighted factor and the number of copies is deduced. Assuming that the walker, at each step, starting from its current node, moves uniformly to any of its nearest neighbors. The weighted time for two adjacency nodes is the weight connecting the two nodes. Then the average weighted receiving time (AWRT) is a corresponding definition. The obtained remarkable result displays that in the large network, when the weight factor is larger than the number of copies, the AWRT grows as a power law function of the network order with the exponent, being the reciprocal of modified box dimension. This result shows that the efficiency of the trapping process depends on the modified box dimension: the larger the value of modified box dimension, the more efficient the trapping process is. Nature Publishing Group 2015-12-15 /pmc/articles/PMC4678901/ /pubmed/26666355 http://dx.doi.org/10.1038/srep18210 Text en Copyright © 2015, Macmillan Publishers Limited 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 to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Dai, Meifeng Sun, Yanqiu Shao, Shuxiang Xi, Lifeng Su, Weiyi Modified box dimension and average weighted receiving time on the weighted fractal networks |
title | Modified box dimension and average weighted receiving time on the weighted fractal networks |
title_full | Modified box dimension and average weighted receiving time on the weighted fractal networks |
title_fullStr | Modified box dimension and average weighted receiving time on the weighted fractal networks |
title_full_unstemmed | Modified box dimension and average weighted receiving time on the weighted fractal networks |
title_short | Modified box dimension and average weighted receiving time on the weighted fractal networks |
title_sort | modified box dimension and average weighted receiving time on the weighted fractal networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4678901/ https://www.ncbi.nlm.nih.gov/pubmed/26666355 http://dx.doi.org/10.1038/srep18210 |
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