A Basic Introduction of Geometric Measure Theory
نویسندگان
چکیده
Geometric measure theory studies properties of measures, functions and sets. In this note, we provide a basic introduction of geometric measure theory. We will study elementary properties of Hausdorff measures, Lipschitz functions and countably rectifiable sets. To make this note easily accessible, we confine our discussions in Euclidean spaces. Important topics include the area and coarea formulae for Lipschitz functions and approximate tangent space properties of countably rectifiable sets. This note is prepared for lectures in the Special Lecture Series the author delivered in Peking University, June 2006. He would like to thank Professor Gang Tian for providing such an opportunity. He would also like to thank Miss Xianghui Yu for helping him dealing various issues when he was visiting Peking University. Last but not least, the author would like to thank all participants of this series of lectures. Because of their active participation in class and numerous discussions with him after the class, the author was able to correct many mistakes in the early version of this lecture note.
منابع مشابه
Geometric Complexity Theory: Introduction
Foreword These are lectures notes for the introductory graduate courses on geometric complexity theory (GCT) in the computer science department, the university of Chicago. Part I consists of the lecture notes for the course given by the first author in the spring quarter, 2007. It gives introduction to the basic structure of GCT. Part II consists of the lecture notes for the course given by the...
متن کاملA Geometric View of Similarity Measures in Data Mining
The main objective of data mining is to acquire information from a set of data for prospect applications using a measure. The concerning issue is that one often has to deal with large scale data. Several dimensionality reduction techniques like various feature extraction methods have been developed to resolve the issue. However, the geometric view of the applied measure, as an additional consid...
متن کاملAn Introduction to Geometric Stability Theory
In this paper, we will introduce some of the most basic concepts in geometric stability theory, and attempt to state a dichotomy theorem proved by Buechler. We will state and prove one of the requisite lemmas, though we will not provide a proof of the theorem itself.
متن کاملAnalysis of Resting-State fMRI Topological Graph Theory Properties in Methamphetamine Drug Users Applying Box-Counting Fractal Dimension
Introduction: Graph theoretical analysis of functional Magnetic Resonance Imaging (fMRI) data has provided new measures of mapping human brain in vivo. Of all methods to measure the functional connectivity between regions, Linear Correlation (LC) calculation of activity time series of the brain regions as a linear measure is considered the most ubiquitous one. The strength of the dependence obl...
متن کاملA gentle introduction to Measure Theory
This note introduces the basic concepts and definitions of measure theory relevant to probability theory. It is meant to be a simplified tutorial on measure theory.
متن کامل