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Canine Algorithm for Node Disjoint Paths
Node Disjoint Paths (NDP) is one of the extensively studied Graph Theory problem. In this problem, the input is a directed n vertex graph and the set of source destination pair of vertices. The goal is to find the maximum number of paths connecting each such pair, so that such discovered paths are n...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354829/ http://dx.doi.org/10.1007/978-3-030-53956-6_13 |
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author | Ananthalakshmi Ammal, R. Sajimon, P. C. S S, Vinod Chandra |
author_facet | Ananthalakshmi Ammal, R. Sajimon, P. C. S S, Vinod Chandra |
author_sort | Ananthalakshmi Ammal, R. |
collection | PubMed |
description | Node Disjoint Paths (NDP) is one of the extensively studied Graph Theory problem. In this problem, the input is a directed n vertex graph and the set of source destination pair of vertices. The goal is to find the maximum number of paths connecting each such pair, so that such discovered paths are node-disjoint. In this paper, a novel Canine Inspired Algorithm is proposed which is a bio-inspired one, based on the olfactory capabilities of canines in tracing and reaching a destination. Currently many of the existing algorithms try to identify disjoint paths in a linear manner, whereas the Canine algorithm can be executed in a concurrent manner, depending on the number of canines deployed to find the disjoint paths. The time complexity of the algorithm is estimated to be [Formula: see text] . We hope that this algorithm finds many applications in problems related to various fields such as communication networks, scheduling and transportation and provides better results. |
format | Online Article Text |
id | pubmed-7354829 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73548292020-07-13 Canine Algorithm for Node Disjoint Paths Ananthalakshmi Ammal, R. Sajimon, P. C. S S, Vinod Chandra Advances in Swarm Intelligence Article Node Disjoint Paths (NDP) is one of the extensively studied Graph Theory problem. In this problem, the input is a directed n vertex graph and the set of source destination pair of vertices. The goal is to find the maximum number of paths connecting each such pair, so that such discovered paths are node-disjoint. In this paper, a novel Canine Inspired Algorithm is proposed which is a bio-inspired one, based on the olfactory capabilities of canines in tracing and reaching a destination. Currently many of the existing algorithms try to identify disjoint paths in a linear manner, whereas the Canine algorithm can be executed in a concurrent manner, depending on the number of canines deployed to find the disjoint paths. The time complexity of the algorithm is estimated to be [Formula: see text] . We hope that this algorithm finds many applications in problems related to various fields such as communication networks, scheduling and transportation and provides better results. 2020-06-22 /pmc/articles/PMC7354829/ http://dx.doi.org/10.1007/978-3-030-53956-6_13 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Ananthalakshmi Ammal, R. Sajimon, P. C. S S, Vinod Chandra Canine Algorithm for Node Disjoint Paths |
title | Canine Algorithm for Node Disjoint Paths |
title_full | Canine Algorithm for Node Disjoint Paths |
title_fullStr | Canine Algorithm for Node Disjoint Paths |
title_full_unstemmed | Canine Algorithm for Node Disjoint Paths |
title_short | Canine Algorithm for Node Disjoint Paths |
title_sort | canine algorithm for node disjoint paths |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354829/ http://dx.doi.org/10.1007/978-3-030-53956-6_13 |
work_keys_str_mv | AT ananthalakshmiammalr caninealgorithmfornodedisjointpaths AT sajimonpc caninealgorithmfornodedisjointpaths AT ssvinodchandra caninealgorithmfornodedisjointpaths |