An Introduction to Random Matrices (Cambridge Studies in Advanced Mathematics)
暫譯: 隨機矩陣導論(劍橋高等數學研究)
Greg W. Anderson, Alice Guionnet, Ofer Zeitouni
- 出版商: Cambridge
- 出版日期: 2009-11-19
- 售價: $3,790
- 貴賓價: 9.5 折 $3,601
- 語言: 英文
- 頁數: 508
- 裝訂: Hardcover
- ISBN: 0521194520
- ISBN-13: 9780521194525
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相關分類:
離散數學 Discrete-mathematics
海外代購書籍(需單獨結帳)
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商品描述
The theory of random matrices plays an important role in many areas of pure mathematics and employs a variety of sophisticated mathematical tools (analytical, probabilistic and combinatorial). This diverse array of tools, while attesting to the vitality of the field, presents several formidable obstacles to the newcomer, and even the expert probabilist. This rigorous introduction to the basic theory is sufficiently self-contained to be accessible to graduate students in mathematics or related sciences, who have mastered probability theory at the graduate level, but have not necessarily been exposed to advanced notions of functional analysis, algebra or geometry. Useful background material is collected in the appendices and exercises are also included throughout to test the reader's understanding. Enumerative techniques, stochastic analysis, large deviations, concentration inequalities, disintegration and Lie algebras all are introduced in the text, which will enable readers to approach the research literature with confidence.
商品描述(中文翻譯)
隨機矩陣理論在純數學的許多領域中扮演著重要角色,並運用了各種複雜的數學工具(分析、概率和組合)。這些多樣的工具雖然證明了該領域的活力,但對於新手甚至是專家概率學家來說,卻也帶來了幾個艱鉅的障礙。這本對基本理論的嚴謹介紹內容自成體系,足以讓已經掌握研究生層級概率論的數學或相關科學的研究生能夠理解,但不一定需要接觸過高級的泛函分析、代數或幾何概念。附錄中收集了有用的背景資料,並在全書中包含了練習題以測試讀者的理解。文本中介紹了計數技術、隨機分析、大偏差、集中不等式、分解及李代數,這將使讀者能夠自信地接觸研究文獻。
