Péter Ágoston , Adrian Dumitrescu , Arsenii Sagdeev , Karamjeet Singh , Ji Zeng
{"title":"最大化有序最近邻图的最大度","authors":"Péter Ágoston , Adrian Dumitrescu , Arsenii Sagdeev , Karamjeet Singh , Ji Zeng","doi":"10.1016/j.comgeo.2025.102229","DOIUrl":null,"url":null,"abstract":"<div><div>For an ordered point set in a Euclidean space or, more generally, in an abstract metric space, the <em>ordered Nearest Neighbor Graph</em> is obtained by connecting each of the points to its closest predecessor by a directed edge. We show that for every set of <em>n</em> points in <span><math><msup><mrow><mi>R</mi></mrow><mrow><mi>d</mi></mrow></msup></math></span>, there exists an order such that the corresponding ordered Nearest Neighbor Graph has maximum degree at least <span><math><mi>log</mi><mo></mo><mi>n</mi><mo>/</mo><mo>(</mo><mn>4</mn><mi>d</mi><mo>)</mo></math></span>. Apart from the <span><math><mn>1</mn><mo>/</mo><mo>(</mo><mn>4</mn><mi>d</mi><mo>)</mo></math></span> factor, this bound is the best possible. As for the abstract setting, we show that for every <em>n</em>-element metric space, there exists an order such that the corresponding ordered Nearest Neighbor Graph has maximum degree <span><math><mi>Ω</mi><mo>(</mo><msqrt><mrow><mi>log</mi><mo></mo><mi>n</mi><mo>/</mo><mi>log</mi><mo></mo><mi>log</mi><mo></mo><mi>n</mi></mrow></msqrt><mo>)</mo></math></span>.</div></div>","PeriodicalId":51001,"journal":{"name":"Computational Geometry-Theory and Applications","volume":"132 ","pages":"Article 102229"},"PeriodicalIF":0.7000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Maximizing the maximum degree in ordered nearest neighbor graphs\",\"authors\":\"Péter Ágoston , Adrian Dumitrescu , Arsenii Sagdeev , Karamjeet Singh , Ji Zeng\",\"doi\":\"10.1016/j.comgeo.2025.102229\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>For an ordered point set in a Euclidean space or, more generally, in an abstract metric space, the <em>ordered Nearest Neighbor Graph</em> is obtained by connecting each of the points to its closest predecessor by a directed edge. We show that for every set of <em>n</em> points in <span><math><msup><mrow><mi>R</mi></mrow><mrow><mi>d</mi></mrow></msup></math></span>, there exists an order such that the corresponding ordered Nearest Neighbor Graph has maximum degree at least <span><math><mi>log</mi><mo></mo><mi>n</mi><mo>/</mo><mo>(</mo><mn>4</mn><mi>d</mi><mo>)</mo></math></span>. Apart from the <span><math><mn>1</mn><mo>/</mo><mo>(</mo><mn>4</mn><mi>d</mi><mo>)</mo></math></span> factor, this bound is the best possible. As for the abstract setting, we show that for every <em>n</em>-element metric space, there exists an order such that the corresponding ordered Nearest Neighbor Graph has maximum degree <span><math><mi>Ω</mi><mo>(</mo><msqrt><mrow><mi>log</mi><mo></mo><mi>n</mi><mo>/</mo><mi>log</mi><mo></mo><mi>log</mi><mo></mo><mi>n</mi></mrow></msqrt><mo>)</mo></math></span>.</div></div>\",\"PeriodicalId\":51001,\"journal\":{\"name\":\"Computational Geometry-Theory and Applications\",\"volume\":\"132 \",\"pages\":\"Article 102229\"},\"PeriodicalIF\":0.7000,\"publicationDate\":\"2025-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computational Geometry-Theory and Applications\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0925772125000677\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MATHEMATICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computational Geometry-Theory and Applications","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0925772125000677","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MATHEMATICS","Score":null,"Total":0}
Maximizing the maximum degree in ordered nearest neighbor graphs
For an ordered point set in a Euclidean space or, more generally, in an abstract metric space, the ordered Nearest Neighbor Graph is obtained by connecting each of the points to its closest predecessor by a directed edge. We show that for every set of n points in , there exists an order such that the corresponding ordered Nearest Neighbor Graph has maximum degree at least . Apart from the factor, this bound is the best possible. As for the abstract setting, we show that for every n-element metric space, there exists an order such that the corresponding ordered Nearest Neighbor Graph has maximum degree .
期刊介绍:
Computational Geometry is a forum for research in theoretical and applied aspects of computational geometry. The journal publishes fundamental research in all areas of the subject, as well as disseminating information on the applications, techniques, and use of computational geometry. Computational Geometry publishes articles on the design and analysis of geometric algorithms. All aspects of computational geometry are covered, including the numerical, graph theoretical and combinatorial aspects. Also welcomed are computational geometry solutions to fundamental problems arising in computer graphics, pattern recognition, robotics, image processing, CAD-CAM, VLSI design and geographical information systems.
Computational Geometry features a special section containing open problems and concise reports on implementations of computational geometry tools.