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Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs
In this paper, we discuss parameterized algorithms for variants of the partial vertex cover problem. Recall that in the classical vertex cover problem (VC), we are given a graph [Formula: see text] and a number K and asked if we can cover all of the edges in E, using at most K vertices from V. In th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254907/ http://dx.doi.org/10.1007/978-3-030-48966-3_30 |
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author | Mkrtchyan, Vahan Petrosyan, Garik Subramani, K. Wojciechowski, Piotr |
author_facet | Mkrtchyan, Vahan Petrosyan, Garik Subramani, K. Wojciechowski, Piotr |
author_sort | Mkrtchyan, Vahan |
collection | PubMed |
description | In this paper, we discuss parameterized algorithms for variants of the partial vertex cover problem. Recall that in the classical vertex cover problem (VC), we are given a graph [Formula: see text] and a number K and asked if we can cover all of the edges in E, using at most K vertices from V. In the partial vertex cover problem (PVC), in addition to the parameter K, we are given a second parameter [Formula: see text] and the question is whether we can cover at least [Formula: see text] of the edges in E using at most K vertices from V. The weighted generalizations of the VC and PVC problems are called the weighted vertex cover (WVC) and the partial weighted vertex cover problem (WPVC) respectively. In the WPVC problem, we are given two parameters R and L, associated respectively with the vertex set V and edge set E of the graph [Formula: see text]. Additionally, we are given non-negative integral weight functions for the vertices and the edges. The goal then is to cover edges of total weight at least L, using vertices of total weight at most R. (In the WVC problem, the goal is to cover all the edges with vertices whose total weight is at most R). This paper studies several variants of the PVC problem and establishes new results from the perspective of fixed-parameter tractability and W[1]-hardness. We also introduce a new problem called the partial vertex cover with matching constraint and show that it is fixed-parameter tractable for a certain class of graphs. |
format | Online Article Text |
id | pubmed-7254907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-72549072020-05-28 Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs Mkrtchyan, Vahan Petrosyan, Garik Subramani, K. Wojciechowski, Piotr Combinatorial Algorithms Article In this paper, we discuss parameterized algorithms for variants of the partial vertex cover problem. Recall that in the classical vertex cover problem (VC), we are given a graph [Formula: see text] and a number K and asked if we can cover all of the edges in E, using at most K vertices from V. In the partial vertex cover problem (PVC), in addition to the parameter K, we are given a second parameter [Formula: see text] and the question is whether we can cover at least [Formula: see text] of the edges in E using at most K vertices from V. The weighted generalizations of the VC and PVC problems are called the weighted vertex cover (WVC) and the partial weighted vertex cover problem (WPVC) respectively. In the WPVC problem, we are given two parameters R and L, associated respectively with the vertex set V and edge set E of the graph [Formula: see text]. Additionally, we are given non-negative integral weight functions for the vertices and the edges. The goal then is to cover edges of total weight at least L, using vertices of total weight at most R. (In the WVC problem, the goal is to cover all the edges with vertices whose total weight is at most R). This paper studies several variants of the PVC problem and establishes new results from the perspective of fixed-parameter tractability and W[1]-hardness. We also introduce a new problem called the partial vertex cover with matching constraint and show that it is fixed-parameter tractable for a certain class of graphs. 2020-04-30 /pmc/articles/PMC7254907/ http://dx.doi.org/10.1007/978-3-030-48966-3_30 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 Mkrtchyan, Vahan Petrosyan, Garik Subramani, K. Wojciechowski, Piotr Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs |
title | Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs |
title_full | Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs |
title_fullStr | Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs |
title_full_unstemmed | Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs |
title_short | Parameterized Algorithms for Partial Vertex Covers in Bipartite Graphs |
title_sort | parameterized algorithms for partial vertex covers in bipartite graphs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254907/ http://dx.doi.org/10.1007/978-3-030-48966-3_30 |
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