Entropy and Enumeration of Subtrees in a Cactus Network

For a given network, the number of spanning trees is a key parameter to measure its reliability in edge failure cases, while the number of subtrees is a key parameter to measure its reliability in both vertex and edge failures cases. Zhang et al. investigated the entropy of spanning trees, spanning...

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Main Authors: Lixin Dong, Haixing Zhao, Hong-Jian Lai
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphy.2020.575648/full
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author Lixin Dong
Haixing Zhao
Hong-Jian Lai
author_facet Lixin Dong
Haixing Zhao
Hong-Jian Lai
author_sort Lixin Dong
collection DOAJ
description For a given network, the number of spanning trees is a key parameter to measure its reliability in edge failure cases, while the number of subtrees is a key parameter to measure its reliability in both vertex and edge failures cases. Zhang et al. investigated the entropy of spanning trees, spanning forests and connected spanning subgraphs of Koch networks. In this paper, we extend Koch networks to 3–cactus networks, and study the entropy of subtrees of 3–cactus networks. We present a linear algorithm to count the number of subtrees in a 3–cactus network, determine the upper and lower bounds of the entropy of subtrees of these networks and characterize those attaining the extremal values. As an application, a linear algorithm is developed to count the number of subtrees in Koch networks, with complexity O(g), where g is the number of iterations. Finally, we determine the entropy of subtrees of Koch networks.
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spelling doaj.art-04b19b4513254ccd9663a69f5721bec62022-12-21T23:41:43ZengFrontiers Media S.A.Frontiers in Physics2296-424X2020-10-01810.3389/fphy.2020.575648575648Entropy and Enumeration of Subtrees in a Cactus NetworkLixin Dong0Haixing Zhao1Hong-Jian Lai2School of Computer, Qinghai Normal University, Xining, ChinaSchool of Computer, Qinghai Normal University, Xining, ChinaDepartment of Mathematics, West Virginia University, Morgantown, WV, United StatesFor a given network, the number of spanning trees is a key parameter to measure its reliability in edge failure cases, while the number of subtrees is a key parameter to measure its reliability in both vertex and edge failures cases. Zhang et al. investigated the entropy of spanning trees, spanning forests and connected spanning subgraphs of Koch networks. In this paper, we extend Koch networks to 3–cactus networks, and study the entropy of subtrees of 3–cactus networks. We present a linear algorithm to count the number of subtrees in a 3–cactus network, determine the upper and lower bounds of the entropy of subtrees of these networks and characterize those attaining the extremal values. As an application, a linear algorithm is developed to count the number of subtrees in Koch networks, with complexity O(g), where g is the number of iterations. Finally, we determine the entropy of subtrees of Koch networks.https://www.frontiersin.org/article/10.3389/fphy.2020.575648/fullcactus networksKoch networksthe number of subtreesentropy of subtreesreliability
spellingShingle Lixin Dong
Haixing Zhao
Hong-Jian Lai
Entropy and Enumeration of Subtrees in a Cactus Network
Frontiers in Physics
cactus networks
Koch networks
the number of subtrees
entropy of subtrees
reliability
title Entropy and Enumeration of Subtrees in a Cactus Network
title_full Entropy and Enumeration of Subtrees in a Cactus Network
title_fullStr Entropy and Enumeration of Subtrees in a Cactus Network
title_full_unstemmed Entropy and Enumeration of Subtrees in a Cactus Network
title_short Entropy and Enumeration of Subtrees in a Cactus Network
title_sort entropy and enumeration of subtrees in a cactus network
topic cactus networks
Koch networks
the number of subtrees
entropy of subtrees
reliability
url https://www.frontiersin.org/article/10.3389/fphy.2020.575648/full
work_keys_str_mv AT lixindong entropyandenumerationofsubtreesinacactusnetwork
AT haixingzhao entropyandenumerationofsubtreesinacactusnetwork
AT hongjianlai entropyandenumerationofsubtreesinacactusnetwork