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An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length
We present improved algorithms for the Steiner tree problem with the minimum number of Steiner points and bounded edge length. Given n terminal points in a 2D Euclidean plane and an edge length bound, the problem asks to construct a spanning tree of n terminal points with minimal Steiner points such...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10662762/ https://www.ncbi.nlm.nih.gov/pubmed/37988376 http://dx.doi.org/10.1371/journal.pone.0294353 |
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author | Shin, Donghoon Choi, Sunghee |
author_facet | Shin, Donghoon Choi, Sunghee |
author_sort | Shin, Donghoon |
collection | PubMed |
description | We present improved algorithms for the Steiner tree problem with the minimum number of Steiner points and bounded edge length. Given n terminal points in a 2D Euclidean plane and an edge length bound, the problem asks to construct a spanning tree of n terminal points with minimal Steiner points such that every edge length of the spanning tree is within the given bound. This problem is known to be NP-hard and has practical applications such as relay node placements in wireless networks, wavelength-division multiplexing(WDM) optimal network design, and VLSI design. The best-known deterministic approximation algorithm has O(n(3)) running time with an approximation ratio of 3. This paper proposes an efficient approximation algorithm using the Voronoi diagram that guarantees an approximation ratio of 3 in O(n log n) time. We also present the first exact algorithm to find an optimal Steiner tree for given three terminal points in constant time. Using this exact algorithm, we improve the 3-approximation algorithm with better performance regarding the number of required Steiner points in O(n log n) time. |
format | Online Article Text |
id | pubmed-10662762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106627622023-11-21 An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length Shin, Donghoon Choi, Sunghee PLoS One Research Article We present improved algorithms for the Steiner tree problem with the minimum number of Steiner points and bounded edge length. Given n terminal points in a 2D Euclidean plane and an edge length bound, the problem asks to construct a spanning tree of n terminal points with minimal Steiner points such that every edge length of the spanning tree is within the given bound. This problem is known to be NP-hard and has practical applications such as relay node placements in wireless networks, wavelength-division multiplexing(WDM) optimal network design, and VLSI design. The best-known deterministic approximation algorithm has O(n(3)) running time with an approximation ratio of 3. This paper proposes an efficient approximation algorithm using the Voronoi diagram that guarantees an approximation ratio of 3 in O(n log n) time. We also present the first exact algorithm to find an optimal Steiner tree for given three terminal points in constant time. Using this exact algorithm, we improve the 3-approximation algorithm with better performance regarding the number of required Steiner points in O(n log n) time. Public Library of Science 2023-11-21 /pmc/articles/PMC10662762/ /pubmed/37988376 http://dx.doi.org/10.1371/journal.pone.0294353 Text en © 2023 Shin, Choi https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Shin, Donghoon Choi, Sunghee An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length |
title | An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length |
title_full | An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length |
title_fullStr | An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length |
title_full_unstemmed | An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length |
title_short | An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length |
title_sort | efficient 3-approximation algorithm for the steiner tree problem with the minimum number of steiner points and bounded edge length |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10662762/ https://www.ncbi.nlm.nih.gov/pubmed/37988376 http://dx.doi.org/10.1371/journal.pone.0294353 |
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