Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes
暫譯: 隨機幾何:滲透、鋪砌、高斯場與點過程
Biermé, Hermine
- 出版商: Springer
- 出版日期: 2025-07-09
- 售價: $3,170
- 貴賓價: 9.5 折 $3,012
- 語言: 英文
- 頁數: 230
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031872630
- ISBN-13: 9783031872631
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商品描述
This volume covers a broad spectrum of topics in stochastic geometry, including percolation, tessellations, Gaussian fields and point processes. Based on lectures given at the Stochastic Geometry Days held by the Stochastic Geometry Research Group from 2019 to 2022, the book opens with an introduction to Russo-Seymour-Welsh theory for the study of percolation, before going on to explore random tessellations and their applications, the geometry of Gaussian random fields, and the zeros of analytic Gaussian fields. This discussion naturally leads to the concept of determinantal point processes, whose applications in signal processing are the focus of the final chapter. Providing a unique and accessible overview of active fields in stochastic geometry, their tools and models, this collection of lectures will encourage further research and applications.
商品描述(中文翻譯)
本卷涵蓋隨機幾何學中的廣泛主題,包括滲透、劃分、Gaussian場和點過程。該書基於隨機幾何研究小組於2019年至2022年舉辦的隨機幾何日講座,首先介紹了Russo-Seymour-Welsh理論以研究滲透,然後探討隨機劃分及其應用、Gaussian隨機場的幾何以及解析Gaussian場的零點。這一討論自然引出了決定性點過程的概念,其在信號處理中的應用是最後一章的重點。這本講座集提供了隨機幾何學中活躍領域、其工具和模型的獨特且易於理解的概述,將鼓勵進一步的研究和應用。
作者簡介
Hermine Biermé is responsible for the Stochastic Geometry Research Group (RT CNRS INSMI 3477), a national research structure funded by the CNRS, established in 2012, that aims to unite the French community working in this field. Since 2014, its annual meetings have been preceded by introductory courses for graduate students, postdocs, and researchers looking to delve into stochastic geometry. Five of the initial lectures from 2014 to 2017 were compiled in the book "Stochastic Geometry: Modern Research Frontiers" (2019), edited by David Coupier, in the "CEMPI Subseries" of Springer's Lecture Notes in Mathematics.
作者簡介(中文翻譯)
赫敏·比爾梅 負責隨機幾何研究小組 (RT CNRS INSMI 3477),這是一個由法國國家科學研究中心 (CNRS) 資助的國家研究機構,成立於2012年,旨在團結在此領域工作的法國社群。自2014年以來,其年度會議之前會舉辦針對研究生、博士後及希望深入了解隨機幾何的研究者的入門課程。2014年至2017年期間的五場初始講座被編輯成書,名為《隨機幾何:現代研究前沿》(2019),由大衛·庫皮耶編輯,收錄於施普林格的數學講義系列中的「CEMPI子系列」。