数学证明
豪斯多夫维数
计算机科学
分形
航程(航空)
多样性(控制论)
度量(数据仓库)
钥匙(锁)
理论计算机科学
维数(图论)
渗透(认知心理学)
豪斯多夫空间
布朗运动
数学
牙石(牙科)
离散数学
人工智能
纯数学
数据挖掘
几何学
工程类
统计
神经科学
航空航天工程
医学
牙科
生物
计算机安全
数学分析
作者
Christopher J. Bishop,Yuval Peres
出处
期刊:Cambridge University Press eBooks
[Cambridge University Press]
日期:2016-10-31
被引量:121
标识
DOI:10.1017/9781316460238
摘要
This is a mathematically rigorous introduction to fractals which emphasizes examples and fundamental ideas. Building up from basic techniques of geometric measure theory and probability, central topics such as Hausdorff dimension, self-similar sets and Brownian motion are introduced, as are more specialized topics, including Kakeya sets, capacity, percolation on trees and the traveling salesman theorem. The broad range of techniques presented enables key ideas to be highlighted, without the distraction of excessive technicalities. The authors incorporate some novel proofs which are simpler than those available elsewhere. Where possible, chapters are designed to be read independently so the book can be used to teach a variety of courses, with the clear structure offering students an accessible route into the topic.
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