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Connectivity of Triangulation Flip Graphs in the Plane
Given a finite point set P in general position in the plane, a full triangulation of P is a maximal straight-line embedded plane graph on P. A partial triangulation of P is a full triangulation of some subset [Formula: see text] of P containing all extreme points in P. A bistellar flip on a partial...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712420/ https://www.ncbi.nlm.nih.gov/pubmed/36466128 http://dx.doi.org/10.1007/s00454-022-00436-2 |
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author | Wagner, Uli Welzl, Emo |
author_facet | Wagner, Uli Welzl, Emo |
author_sort | Wagner, Uli |
collection | PubMed |
description | Given a finite point set P in general position in the plane, a full triangulation of P is a maximal straight-line embedded plane graph on P. A partial triangulation of P is a full triangulation of some subset [Formula: see text] of P containing all extreme points in P. A bistellar flip on a partial triangulation either flips an edge (called edge flip), removes a non-extreme point of degree 3, or adds a point in [Formula: see text] as vertex of degree 3. The bistellar flip graph has all partial triangulations as vertices, and a pair of partial triangulations is adjacent if they can be obtained from one another by a bistellar flip. The edge flip graph is defined with full triangulations as vertices, and edge flips determining the adjacencies. Lawson showed in the early seventies that these graphs are connected. The goal of this paper is to investigate the structure of these graphs, with emphasis on their vertex connectivity. For sets P of n points in the plane in general position, we show that the edge flip graph is [Formula: see text] -vertex connected, and the bistellar flip graph is [Formula: see text] -vertex connected; both results are tight. The latter bound matches the situation for the subfamily of regular triangulations (i.e., partial triangulations obtained by lifting the points to 3-space and projecting back the lower convex hull), where [Formula: see text] -vertex connectivity has been known since the late eighties through the secondary polytope due to Gelfand, Kapranov, & Zelevinsky and Balinski’s Theorem. For the edge flip-graph, we additionally show that the vertex connectivity is at least as large as (and hence equal to) the minimum degree (i.e., the minimum number of flippable edges in any full triangulation), provided that n is large enough. Our methods also yield several other results: (i) The edge flip graph can be covered by graphs of polytopes of dimension [Formula: see text] (products of associahedra) and the bistellar flip graph can be covered by graphs of polytopes of dimension [Formula: see text] (products of secondary polytopes). (ii) A partial triangulation is regular, if it has distance [Formula: see text] in the Hasse diagram of the partial order of partial subdivisions from the trivial subdivision. (iii) All partial triangulations of a point set are regular iff the partial order of partial subdivisions has height [Formula: see text] . (iv) There are arbitrarily large sets P with non-regular partial triangulations and such that every proper subset has only regular triangulations, i.e., there are no small certificates for the existence of non-regular triangulations. |
format | Online Article Text |
id | pubmed-9712420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-97124202022-12-02 Connectivity of Triangulation Flip Graphs in the Plane Wagner, Uli Welzl, Emo Discrete Comput Geom Article Given a finite point set P in general position in the plane, a full triangulation of P is a maximal straight-line embedded plane graph on P. A partial triangulation of P is a full triangulation of some subset [Formula: see text] of P containing all extreme points in P. A bistellar flip on a partial triangulation either flips an edge (called edge flip), removes a non-extreme point of degree 3, or adds a point in [Formula: see text] as vertex of degree 3. The bistellar flip graph has all partial triangulations as vertices, and a pair of partial triangulations is adjacent if they can be obtained from one another by a bistellar flip. The edge flip graph is defined with full triangulations as vertices, and edge flips determining the adjacencies. Lawson showed in the early seventies that these graphs are connected. The goal of this paper is to investigate the structure of these graphs, with emphasis on their vertex connectivity. For sets P of n points in the plane in general position, we show that the edge flip graph is [Formula: see text] -vertex connected, and the bistellar flip graph is [Formula: see text] -vertex connected; both results are tight. The latter bound matches the situation for the subfamily of regular triangulations (i.e., partial triangulations obtained by lifting the points to 3-space and projecting back the lower convex hull), where [Formula: see text] -vertex connectivity has been known since the late eighties through the secondary polytope due to Gelfand, Kapranov, & Zelevinsky and Balinski’s Theorem. For the edge flip-graph, we additionally show that the vertex connectivity is at least as large as (and hence equal to) the minimum degree (i.e., the minimum number of flippable edges in any full triangulation), provided that n is large enough. Our methods also yield several other results: (i) The edge flip graph can be covered by graphs of polytopes of dimension [Formula: see text] (products of associahedra) and the bistellar flip graph can be covered by graphs of polytopes of dimension [Formula: see text] (products of secondary polytopes). (ii) A partial triangulation is regular, if it has distance [Formula: see text] in the Hasse diagram of the partial order of partial subdivisions from the trivial subdivision. (iii) All partial triangulations of a point set are regular iff the partial order of partial subdivisions has height [Formula: see text] . (iv) There are arbitrarily large sets P with non-regular partial triangulations and such that every proper subset has only regular triangulations, i.e., there are no small certificates for the existence of non-regular triangulations. Springer US 2022-11-14 2022 /pmc/articles/PMC9712420/ /pubmed/36466128 http://dx.doi.org/10.1007/s00454-022-00436-2 Text en © The Author(s) 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 Wagner, Uli Welzl, Emo Connectivity of Triangulation Flip Graphs in the Plane |
title | Connectivity of Triangulation Flip Graphs in the Plane |
title_full | Connectivity of Triangulation Flip Graphs in the Plane |
title_fullStr | Connectivity of Triangulation Flip Graphs in the Plane |
title_full_unstemmed | Connectivity of Triangulation Flip Graphs in the Plane |
title_short | Connectivity of Triangulation Flip Graphs in the Plane |
title_sort | connectivity of triangulation flip graphs in the plane |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712420/ https://www.ncbi.nlm.nih.gov/pubmed/36466128 http://dx.doi.org/10.1007/s00454-022-00436-2 |
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