Cargando…
Two types of weight-dependent walks with a trap in weighted scale-free treelike networks
In this paper, we present the weighted scale-free treelike networks controlled by the weight factor r and the parameter m. Based on the network structure, we study two types of weight-dependent walks with a highest-degree trap. One is standard weight-dependent walk, while the other is mixed weight-d...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784054/ https://www.ncbi.nlm.nih.gov/pubmed/29367681 http://dx.doi.org/10.1038/s41598-018-19959-x |
_version_ | 1783295375006760960 |
---|---|
author | Dai, Meifeng Zong, Yue He, Jiaojiao Wang, Xiaoqian Sun, Yu Su, Weiyi |
author_facet | Dai, Meifeng Zong, Yue He, Jiaojiao Wang, Xiaoqian Sun, Yu Su, Weiyi |
author_sort | Dai, Meifeng |
collection | PubMed |
description | In this paper, we present the weighted scale-free treelike networks controlled by the weight factor r and the parameter m. Based on the network structure, we study two types of weight-dependent walks with a highest-degree trap. One is standard weight-dependent walk, while the other is mixed weight-dependent walk including both nearest-neighbor and next-nearest-neighbor jumps. Although some properties have been revealed in weighted networks, studies on mixed weight-dependent walks are still less and remain a challenge. For the weighted scale-free treelike network, we derive exact solutions of the average trapping time (ATT) measuring the efficiency of the trapping process. The obtained results show that ATT is related to weight factor r, parameter m and spectral dimension of the weighted network. We find that in different range of the weight factor r, the leading term of ATT grows differently, i.e., superlinearly, linearly and sublinearly with the network size. Furthermore, the obtained results show that changing the walking rule has no effect on the leading scaling of the trapping efficiency. All results in this paper can help us get deeper understanding about the effect of link weight, network structure and the walking rule on the properties and functions of complex networks. |
format | Online Article Text |
id | pubmed-5784054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57840542018-02-07 Two types of weight-dependent walks with a trap in weighted scale-free treelike networks Dai, Meifeng Zong, Yue He, Jiaojiao Wang, Xiaoqian Sun, Yu Su, Weiyi Sci Rep Article In this paper, we present the weighted scale-free treelike networks controlled by the weight factor r and the parameter m. Based on the network structure, we study two types of weight-dependent walks with a highest-degree trap. One is standard weight-dependent walk, while the other is mixed weight-dependent walk including both nearest-neighbor and next-nearest-neighbor jumps. Although some properties have been revealed in weighted networks, studies on mixed weight-dependent walks are still less and remain a challenge. For the weighted scale-free treelike network, we derive exact solutions of the average trapping time (ATT) measuring the efficiency of the trapping process. The obtained results show that ATT is related to weight factor r, parameter m and spectral dimension of the weighted network. We find that in different range of the weight factor r, the leading term of ATT grows differently, i.e., superlinearly, linearly and sublinearly with the network size. Furthermore, the obtained results show that changing the walking rule has no effect on the leading scaling of the trapping efficiency. All results in this paper can help us get deeper understanding about the effect of link weight, network structure and the walking rule on the properties and functions of complex networks. Nature Publishing Group UK 2018-01-24 /pmc/articles/PMC5784054/ /pubmed/29367681 http://dx.doi.org/10.1038/s41598-018-19959-x Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Dai, Meifeng Zong, Yue He, Jiaojiao Wang, Xiaoqian Sun, Yu Su, Weiyi Two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
title | Two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
title_full | Two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
title_fullStr | Two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
title_full_unstemmed | Two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
title_short | Two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
title_sort | two types of weight-dependent walks with a trap in weighted scale-free treelike networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784054/ https://www.ncbi.nlm.nih.gov/pubmed/29367681 http://dx.doi.org/10.1038/s41598-018-19959-x |
work_keys_str_mv | AT daimeifeng twotypesofweightdependentwalkswithatrapinweightedscalefreetreelikenetworks AT zongyue twotypesofweightdependentwalkswithatrapinweightedscalefreetreelikenetworks AT hejiaojiao twotypesofweightdependentwalkswithatrapinweightedscalefreetreelikenetworks AT wangxiaoqian twotypesofweightdependentwalkswithatrapinweightedscalefreetreelikenetworks AT sunyu twotypesofweightdependentwalkswithatrapinweightedscalefreetreelikenetworks AT suweiyi twotypesofweightdependentwalkswithatrapinweightedscalefreetreelikenetworks |