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作者(中文):劉豐源
作者(外文):Liu, Feng-Yuan
論文名稱(中文):使用半正定規劃解決球面三距離集合問題
論文名稱(外文):Semidefinite Programming Bounds For Spherical Three-Distance Sets
指導教授(中文):李哲榮
俞韋亘
指導教授(外文):Lee, Che-Rung
Yu, Wei-Hsuan
口試委員(中文):傅恆霖
林延輯
口試委員(外文):Fu, Hung-Lin
Lin, Yen-Chi
學位類別:碩士
校院名稱:國立清華大學
系所名稱:資訊工程學系
學號:106062519
出版年(民國):108
畢業學年度:107
語文別:英文
論文頁數:37
中文關鍵詞:球面多距離集合球面編碼球面設計半正定規劃凸優化
外文關鍵詞:spherical few distance setspherical codesspherical designsemidefinite programmingconvex optimization
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球面三距離集合(spherical three-distance set)是指一個有限的單位向量集合,使得該集合滿足兩兩相異向量間的距離只有三種(也就是只有三種內積值)。最大基數的球面三距離集合是球面編碼理論裡的一個經典問題。
在此本篇論文,我們使用了半正定規劃方法,在許多維度中得到了更緊的上界。在7維,我們將上界從91降低到84;在23維,我們把上界從2301降低到2300,並且證明2300個點是最大基數的球面三距離集合在23維中。
A spherical three-distance set is a fi nite collection X of unit vectors in R^n such that for each pair of distinct vectors has three inner product values. The maximum cardinality of spherical three-distance set is a classic problem in spherical coding
theorem.
In this thesis, we use the semidefi nite programming method to improve the upper bounds of spherical three-distance sets for several dimensions. We improve the upper bounds for spherical three-distance sets in R^7 from 91 to 84 and we prove that maximum size of spherical three-distance sets is 2300 in R^23.
1 Introduction 1
2 Previous method 4
3 Semide nite programming method 8
4 Discrete sampling points with Nozaki theorem 11
5 Continuous interval with sum of squares method 14
6 Experiments 19
7 Discussion and conclusion 29
Bibliography 31
A Uniform distribution on spherical space 34
B Correction on related paper 36
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