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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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Autor principal: Onn, Shmuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2021
Materias:
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
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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.
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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
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