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...

Descripción completa

Detalles Bibliográficos
Autores principales: Dai, Meifeng, Zong, Yue, He, Jiaojiao, Wang, Xiaoqian, Sun, Yu, Su, Weiyi
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