Shilin Dou, Ansel Goh, Kevin Liu, Madeline Legate, Gavin Pettigrew
{"title":"余弦符号相关性","authors":"Shilin Dou, Ansel Goh, Kevin Liu, Madeline Legate, Gavin Pettigrew","doi":"10.1007/s00041-024-10067-1","DOIUrl":null,"url":null,"abstract":"<p>Fix <span>\\(\\left\\{ a_1, \\dots , a_n \\right\\} \\subset {\\mathbb {N}}\\)</span>, and let <i>x</i> be a uniformly distributed random variable on <span>\\([0,2\\pi ]\\)</span>. The probability <span>\\({\\mathbb {P}}(a_1,\\ldots ,a_n)\\)</span> that <span>\\(\\cos (a_1 x), \\dots , \\cos (a_n x)\\)</span> are either all positive or all negative is non-zero since <span>\\(\\cos (a_i x) \\sim 1\\)</span> for <i>x</i> in a neighborhood of 0. We are interested in how small this probability can be. Motivated by a problem in spectral theory, Goncalves, Oliveira e Silva, and Steinerberger proved that <span>\\({\\mathbb {P}}(a_1,a_2) \\ge 1/3\\)</span> with equality if and only if <span>\\(\\left\\{ a_1, a_2 \\right\\} = \\gcd (a_1, a_2)\\cdot \\left\\{ 1, 3\\right\\} \\)</span>. We prove <span>\\({\\mathbb {P}}(a_1,a_2,a_3)\\ge 1/9\\)</span> with equality if and only if <span>\\(\\left\\{ a_1, a_2, a_3 \\right\\} = \\gcd (a_1, a_2, a_3)\\cdot \\left\\{ 1, 3, 9\\right\\} \\)</span>. The pattern does not continue, as <span>\\(\\left\\{ 1,3,11,33\\right\\} \\)</span> achieves a smaller value than <span>\\(\\left\\{ 1,3,9,27\\right\\} \\)</span>. We conjecture multiples of <span>\\(\\left\\{ 1,3,11,33\\right\\} \\)</span> to be optimal for <span>\\(n=4\\)</span>, discuss implications for eigenfunctions of Schrödinger operators <span>\\(-\\Delta + V\\)</span>, and give an interpretation of the problem in terms of the lonely runner problem.</p>","PeriodicalId":15993,"journal":{"name":"Journal of Fourier Analysis and Applications","volume":"13 1","pages":""},"PeriodicalIF":1.2000,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cosine Sign Correlation\",\"authors\":\"Shilin Dou, Ansel Goh, Kevin Liu, Madeline Legate, Gavin Pettigrew\",\"doi\":\"10.1007/s00041-024-10067-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Fix <span>\\\\(\\\\left\\\\{ a_1, \\\\dots , a_n \\\\right\\\\} \\\\subset {\\\\mathbb {N}}\\\\)</span>, and let <i>x</i> be a uniformly distributed random variable on <span>\\\\([0,2\\\\pi ]\\\\)</span>. The probability <span>\\\\({\\\\mathbb {P}}(a_1,\\\\ldots ,a_n)\\\\)</span> that <span>\\\\(\\\\cos (a_1 x), \\\\dots , \\\\cos (a_n x)\\\\)</span> are either all positive or all negative is non-zero since <span>\\\\(\\\\cos (a_i x) \\\\sim 1\\\\)</span> for <i>x</i> in a neighborhood of 0. We are interested in how small this probability can be. Motivated by a problem in spectral theory, Goncalves, Oliveira e Silva, and Steinerberger proved that <span>\\\\({\\\\mathbb {P}}(a_1,a_2) \\\\ge 1/3\\\\)</span> with equality if and only if <span>\\\\(\\\\left\\\\{ a_1, a_2 \\\\right\\\\} = \\\\gcd (a_1, a_2)\\\\cdot \\\\left\\\\{ 1, 3\\\\right\\\\} \\\\)</span>. We prove <span>\\\\({\\\\mathbb {P}}(a_1,a_2,a_3)\\\\ge 1/9\\\\)</span> with equality if and only if <span>\\\\(\\\\left\\\\{ a_1, a_2, a_3 \\\\right\\\\} = \\\\gcd (a_1, a_2, a_3)\\\\cdot \\\\left\\\\{ 1, 3, 9\\\\right\\\\} \\\\)</span>. The pattern does not continue, as <span>\\\\(\\\\left\\\\{ 1,3,11,33\\\\right\\\\} \\\\)</span> achieves a smaller value than <span>\\\\(\\\\left\\\\{ 1,3,9,27\\\\right\\\\} \\\\)</span>. We conjecture multiples of <span>\\\\(\\\\left\\\\{ 1,3,11,33\\\\right\\\\} \\\\)</span> to be optimal for <span>\\\\(n=4\\\\)</span>, discuss implications for eigenfunctions of Schrödinger operators <span>\\\\(-\\\\Delta + V\\\\)</span>, and give an interpretation of the problem in terms of the lonely runner problem.</p>\",\"PeriodicalId\":15993,\"journal\":{\"name\":\"Journal of Fourier Analysis and Applications\",\"volume\":\"13 1\",\"pages\":\"\"},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2024-02-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Fourier Analysis and Applications\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1007/s00041-024-10067-1\",\"RegionNum\":3,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Fourier Analysis and Applications","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s00041-024-10067-1","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
Fix \(\left\{ a_1, \dots , a_n \right\} \subset {\mathbb {N}}\), and let x be a uniformly distributed random variable on \([0,2\pi ]\). The probability \({\mathbb {P}}(a_1,\ldots ,a_n)\) that \(\cos (a_1 x), \dots , \cos (a_n x)\) are either all positive or all negative is non-zero since \(\cos (a_i x) \sim 1\) for x in a neighborhood of 0. We are interested in how small this probability can be. Motivated by a problem in spectral theory, Goncalves, Oliveira e Silva, and Steinerberger proved that \({\mathbb {P}}(a_1,a_2) \ge 1/3\) with equality if and only if \(\left\{ a_1, a_2 \right\} = \gcd (a_1, a_2)\cdot \left\{ 1, 3\right\} \). We prove \({\mathbb {P}}(a_1,a_2,a_3)\ge 1/9\) with equality if and only if \(\left\{ a_1, a_2, a_3 \right\} = \gcd (a_1, a_2, a_3)\cdot \left\{ 1, 3, 9\right\} \). The pattern does not continue, as \(\left\{ 1,3,11,33\right\} \) achieves a smaller value than \(\left\{ 1,3,9,27\right\} \). We conjecture multiples of \(\left\{ 1,3,11,33\right\} \) to be optimal for \(n=4\), discuss implications for eigenfunctions of Schrödinger operators \(-\Delta + V\), and give an interpretation of the problem in terms of the lonely runner problem.
期刊介绍:
The Journal of Fourier Analysis and Applications will publish results in Fourier analysis, as well as applicable mathematics having a significant Fourier analytic component. Appropriate manuscripts at the highest research level will be accepted for publication. Because of the extensive, intricate, and fundamental relationship between Fourier analysis and so many other subjects, selected and readable surveys will also be published. These surveys will include historical articles, research tutorials, and expositions of specific topics.
TheJournal of Fourier Analysis and Applications will provide a perspective and means for centralizing and disseminating new information from the vantage point of Fourier analysis. The breadth of Fourier analysis and diversity of its applicability require that each paper should contain a clear and motivated introduction, which is accessible to all of our readers.
Areas of applications include the following:
antenna theory * crystallography * fast algorithms * Gabor theory and applications * image processing * number theory * optics * partial differential equations * prediction theory * radar applications * sampling theory * spectral estimation * speech processing * stochastic processes * time-frequency analysis * time series * tomography * turbulence * uncertainty principles * wavelet theory and applications