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Improved interval methods for solving circle packing problems in the unit square
In this work computer-assisted optimality proofs are given for the problems of finding the densest packings of 31, 32, and 33 non-overlapping equal circles in a square. In a study of 2005, a fully interval arithmetic based global optimization method was introduced for the problem class, solving the...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8550790/ https://www.ncbi.nlm.nih.gov/pubmed/34720422 http://dx.doi.org/10.1007/s10898-021-01086-z |
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author | Markót, Mihály Csaba |
author_facet | Markót, Mihály Csaba |
author_sort | Markót, Mihály Csaba |
collection | PubMed |
description | In this work computer-assisted optimality proofs are given for the problems of finding the densest packings of 31, 32, and 33 non-overlapping equal circles in a square. In a study of 2005, a fully interval arithmetic based global optimization method was introduced for the problem class, solving the cases 28, 29, 30. Until now, these were the largest problem instances solved on a computer. Using the techniques of that paper, the estimated solution time for the next three cases would have been 3–6 CPU months. In the present paper this former method is improved in both its local and global search phases. We discuss a new interval-based polygon representation of the core local method for eliminating suboptimal regions, which has a simpler implementation, easier proof of correctness, and faster behaviour than the former one. Furthermore, a modified strategy is presented for the global phase of the search, including improved symmetry filtering and tile pattern matching. With the new method the cases [Formula: see text] have been solved in 26, 61, and 13 CPU hours, giving high precision enclosures for all global optimizers and the optimum value. After eliminating the hardware and compiler improvements since the former study, the new proof technique became roughly about 40–100 times faster than the previous one. In addition, the new implementation is suitable for solving the next few circle packing instances with similar computational effort. |
format | Online Article Text |
id | pubmed-8550790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-85507902021-10-29 Improved interval methods for solving circle packing problems in the unit square Markót, Mihály Csaba J Glob Optim Article In this work computer-assisted optimality proofs are given for the problems of finding the densest packings of 31, 32, and 33 non-overlapping equal circles in a square. In a study of 2005, a fully interval arithmetic based global optimization method was introduced for the problem class, solving the cases 28, 29, 30. Until now, these were the largest problem instances solved on a computer. Using the techniques of that paper, the estimated solution time for the next three cases would have been 3–6 CPU months. In the present paper this former method is improved in both its local and global search phases. We discuss a new interval-based polygon representation of the core local method for eliminating suboptimal regions, which has a simpler implementation, easier proof of correctness, and faster behaviour than the former one. Furthermore, a modified strategy is presented for the global phase of the search, including improved symmetry filtering and tile pattern matching. With the new method the cases [Formula: see text] have been solved in 26, 61, and 13 CPU hours, giving high precision enclosures for all global optimizers and the optimum value. After eliminating the hardware and compiler improvements since the former study, the new proof technique became roughly about 40–100 times faster than the previous one. In addition, the new implementation is suitable for solving the next few circle packing instances with similar computational effort. Springer US 2021-09-29 2021 /pmc/articles/PMC8550790/ /pubmed/34720422 http://dx.doi.org/10.1007/s10898-021-01086-z Text en © The Author(s) 2021, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Markót, Mihály Csaba Improved interval methods for solving circle packing problems in the unit square |
title | Improved interval methods for solving circle packing problems in the unit square |
title_full | Improved interval methods for solving circle packing problems in the unit square |
title_fullStr | Improved interval methods for solving circle packing problems in the unit square |
title_full_unstemmed | Improved interval methods for solving circle packing problems in the unit square |
title_short | Improved interval methods for solving circle packing problems in the unit square |
title_sort | improved interval methods for solving circle packing problems in the unit square |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8550790/ https://www.ncbi.nlm.nih.gov/pubmed/34720422 http://dx.doi.org/10.1007/s10898-021-01086-z |
work_keys_str_mv | AT markotmihalycsaba improvedintervalmethodsforsolvingcirclepackingproblemsintheunitsquare |