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The Complexity of Vector Partition
We consider the vector partition problem, where n agents, each with a d-dimensional attribute vector, are to be partitioned into p parts so as to minimize cost which is a given function on the sums of attribute vectors in each part. The problem has applications in a variety of areas including cluste...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Nature Singapore
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438105/ https://www.ncbi.nlm.nih.gov/pubmed/34540950 http://dx.doi.org/10.1007/s10013-021-00523-6 |
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author | Onn, Shmuel |
author_facet | Onn, Shmuel |
author_sort | Onn, Shmuel |
collection | PubMed |
description | We consider the vector partition problem, where n agents, each with a d-dimensional attribute vector, are to be partitioned into p parts so as to minimize cost which is a given function on the sums of attribute vectors in each part. The problem has applications in a variety of areas including clustering, logistics and health care. We consider the complexity and parameterized complexity of the problem under various assumptions on the natural parameters p,d,a,t of the problem where a is the maximum absolute value of any attribute and t is the number of agent types, and raise some of the many remaining open problems. |
format | Online Article Text |
id | pubmed-8438105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-84381052021-09-14 The Complexity of Vector Partition Onn, Shmuel Vietnam J Math Original Article We consider the vector partition problem, where n agents, each with a d-dimensional attribute vector, are to be partitioned into p parts so as to minimize cost which is a given function on the sums of attribute vectors in each part. The problem has applications in a variety of areas including clustering, logistics and health care. We consider the complexity and parameterized complexity of the problem under various assumptions on the natural parameters p,d,a,t of the problem where a is the maximum absolute value of any attribute and t is the number of agent types, and raise some of the many remaining open problems. Springer Nature Singapore 2021-09-14 2022 /pmc/articles/PMC8438105/ /pubmed/34540950 http://dx.doi.org/10.1007/s10013-021-00523-6 Text en © Vietnam Academy of Science and Technology (VAST) and Springer Nature Singapore Pte Ltd. 2021 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 | Original Article Onn, Shmuel The Complexity of Vector Partition |
title | The Complexity of Vector Partition |
title_full | The Complexity of Vector Partition |
title_fullStr | The Complexity of Vector Partition |
title_full_unstemmed | The Complexity of Vector Partition |
title_short | The Complexity of Vector Partition |
title_sort | complexity of vector partition |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438105/ https://www.ncbi.nlm.nih.gov/pubmed/34540950 http://dx.doi.org/10.1007/s10013-021-00523-6 |
work_keys_str_mv | AT onnshmuel thecomplexityofvectorpartition AT onnshmuel complexityofvectorpartition |