Laplacian Spectra for Categorical Product Networks and Its Applications
The Kirchhoff index, global mean-first passage time, average path length and number of spanning trees are of great importance in the field of networking. The “Kirchhoff index” is known as a structure descriptor index. The “global mean-first passage time” is known as a measure for nodes that are quic...
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doaj-0c95c2e44890470f91df23663df059362020-11-24T23:49:14ZengMDPI AGSymmetry2073-89942018-06-0110620610.3390/sym10060206sym10060206Laplacian Spectra for Categorical Product Networks and Its ApplicationsShin Min Kang0Muhammad Kamran Siddiqui1Najma Abdul Rehman2Muhammad Imran3Mehwish Hussain Muhammad4Department of Mathematics and RINS, Gyeongsang National University, Jinju 52828, KoreaDepartment of Mathematics, COMSATS University Islamabad, Sahiwal Campus 57000, PakistanDepartment of Mathematics, COMSATS University Islamabad, Sahiwal Campus 57000, PakistanDepartment of Mathematical Sciences, United Arab Emirates University, P. O. Box 15551, Al Ain, United Arab EmiratesCollege of Chemistry and Molecular Engineering, Zhengzhou University, Zhengzhou 450001, ChinaThe Kirchhoff index, global mean-first passage time, average path length and number of spanning trees are of great importance in the field of networking. The “Kirchhoff index” is known as a structure descriptor index. The “global mean-first passage time” is known as a measure for nodes that are quickly reachable from the whole network. The “average path length” is a measure of the efficiency of information or mass transport on a network, and the “number of spanning trees” is used to minimize the cost of power networks, wiring connections, etc. In this paper, we have selected a complex network based on a categorical product and have used the spectrum approach to find the Kirchhoff index, global mean-first passage time, average path length and number of spanning trees. We find the expressions for the product and sum of reciprocals of all nonzero eigenvalues of a categorical product network with the help of the eigenvalues of the path and cycles.http://www.mdpi.com/2073-8994/10/6/206Laplacian spectracategorical productKirchhoff indexglobal mean-first passage timespanning tree |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shin Min Kang Muhammad Kamran Siddiqui Najma Abdul Rehman Muhammad Imran Mehwish Hussain Muhammad |
spellingShingle |
Shin Min Kang Muhammad Kamran Siddiqui Najma Abdul Rehman Muhammad Imran Mehwish Hussain Muhammad Laplacian Spectra for Categorical Product Networks and Its Applications Symmetry Laplacian spectra categorical product Kirchhoff index global mean-first passage time spanning tree |
author_facet |
Shin Min Kang Muhammad Kamran Siddiqui Najma Abdul Rehman Muhammad Imran Mehwish Hussain Muhammad |
author_sort |
Shin Min Kang |
title |
Laplacian Spectra for Categorical Product Networks and Its Applications |
title_short |
Laplacian Spectra for Categorical Product Networks and Its Applications |
title_full |
Laplacian Spectra for Categorical Product Networks and Its Applications |
title_fullStr |
Laplacian Spectra for Categorical Product Networks and Its Applications |
title_full_unstemmed |
Laplacian Spectra for Categorical Product Networks and Its Applications |
title_sort |
laplacian spectra for categorical product networks and its applications |
publisher |
MDPI AG |
series |
Symmetry |
issn |
2073-8994 |
publishDate |
2018-06-01 |
description |
The Kirchhoff index, global mean-first passage time, average path length and number of spanning trees are of great importance in the field of networking. The “Kirchhoff index” is known as a structure descriptor index. The “global mean-first passage time” is known as a measure for nodes that are quickly reachable from the whole network. The “average path length” is a measure of the efficiency of information or mass transport on a network, and the “number of spanning trees” is used to minimize the cost of power networks, wiring connections, etc. In this paper, we have selected a complex network based on a categorical product and have used the spectrum approach to find the Kirchhoff index, global mean-first passage time, average path length and number of spanning trees. We find the expressions for the product and sum of reciprocals of all nonzero eigenvalues of a categorical product network with the help of the eigenvalues of the path and cycles. |
topic |
Laplacian spectra categorical product Kirchhoff index global mean-first passage time spanning tree |
url |
http://www.mdpi.com/2073-8994/10/6/206 |
work_keys_str_mv |
AT shinminkang laplacianspectraforcategoricalproductnetworksanditsapplications AT muhammadkamransiddiqui laplacianspectraforcategoricalproductnetworksanditsapplications AT najmaabdulrehman laplacianspectraforcategoricalproductnetworksanditsapplications AT muhammadimran laplacianspectraforcategoricalproductnetworksanditsapplications AT mehwishhussainmuhammad laplacianspectraforcategoricalproductnetworksanditsapplications |
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