Stochastic Geometry: Modern Research Frontiers
暫譯: 隨機幾何:現代研究前沿
Coupier, David
- 出版商: Springer
- 出版日期: 2019-04-10
- 售價: $2,600
- 貴賓價: 9.5 折 $2,470
- 語言: 英文
- 頁數: 232
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030135462
- ISBN-13: 9783030135461
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商品描述
This volume offers a unique and accessible overview of the most active fields in Stochastic Geometry, up to the frontiers of recent research.
Since 2014, the yearly meeting of the French research structure GDR GeoSto has been preceded by two introductory courses. This book contains five of these introductory lectures.
The first chapter is a historically motivated introduction to Stochastic Geometry which relates four classical problems (the Buffon needle problem, the Bertrand paradox, the Sylvester four-point problem and the bicycle wheel problem) to current topics. The remaining chapters give an application motivated introduction to contemporary Stochastic Geometry, each one devoted to a particular branch of the subject: understanding spatial point patterns through intensity and conditional intensities; stochastic methods for image analysis; random fields and scale invariance; and the theory of Gibbs point processes.
Exposing readers to a rich theory, this book will encourage further exploration of the subject and its wide applications.
商品描述(中文翻譯)
本卷提供了隨機幾何學中最活躍領域的獨特且易於理解的概述,涵蓋了最新研究的前沿。
自2014年以來,法國研究機構GDR GeoSto的年度會議之前會舉辦兩個入門課程。本書包含了這些入門講座中的五篇。
第一章是對隨機幾何學的歷史性介紹,將四個經典問題(布封針問題、伯特蘭悖論、西爾維斯特四點問題和自行車輪問題)與當前主題相關聯。其餘章節則提供了以應用為動機的當代隨機幾何學介紹,每一章專注於該主題的特定分支:通過強度和條件強度理解空間點模式;圖像分析的隨機方法;隨機場和尺度不變性;以及吉布斯點過程理論。
本書將讀者引入豐富的理論,鼓勵進一步探索該主題及其廣泛應用。