Random Walks on Infinite Groups
Lalley, Steven P.
- 出版商: Springer
- 出版日期: 2024-05-10
- 售價: $2,180
- 貴賓價: 9.5 折 $2,071
- 語言: 英文
- 頁數: 369
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031256344
- ISBN-13: 9783031256349
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商品描述
This text presents the basic theory of random walks on infinite, finitely generated groups, along with certain background material in measure-theoretic probability. The main objective is to show how structural features of a group, such as amenability/nonamenability, affect qualitative aspects of symmetric random walks on the group, such as transience/recurrence, speed, entropy, and existence or nonexistence of nonconstant, bounded harmonic functions. The book will be suitable as a textbook for beginning graduate-level courses or independent study by graduate students and advanced undergraduate students in mathematics with a solid grounding in measure theory and a basic familiarity with the elements of group theory. The first seven chapters could also be used as the basis for a short course covering the main results regarding transience/recurrence, decay of return probabilities, and speed. The book has been organized and written so as to be accessible not only to students in probability theory, but also to students whose primary interests are in geometry, ergodic theory, or geometric group theory.
商品描述(中文翻譯)
這本書介紹了無窮生成群上隨機行走的基本理論,以及測度論概率的某些背景知識。主要目標是展示群的結構特徵,如可親和性/不可親和性,如何影響對稱隨機行走在群上的定性特徵,如短暫性/循環性、速度、熵以及非常數有界調和函數的存在與否。這本書適合作為研究生初級課程的教科書,或者研究生和高年級本科生獨立學習的教材,要求學生在測度論方面有扎實的基礎,並對群論的基本概念有基本的了解。前七章也可以作為一個短期課程的基礎,涵蓋有關短暫性/循環性、回歸概率的衰減以及速度的主要結果。這本書的組織和撰寫方式使其不僅適用於概率論學生,也適用於主要興趣在幾何學、遞歸論或幾何群論的學生。
作者簡介
作者簡介(中文翻譯)
Steven P. Lalley 是芝加哥大學統計學系的名譽教授。他的研究領域包括概率和隨機過程,尤其是隨機交互系統、隨機漫步、滲透、分支過程、組合概率、遞歸理論以及概率和幾何之間的聯繫。