Lecture Notes Geometric Measure Theory
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Geometric Integration Theory Contents
Steven G. Krantz Harold R. Parks Geometric Integration Theory Contents Preface v 1 Basics 1 1.1 Smooth Functions . 1 1.2Measures.............................. 6 1.2.1 Lebesgue Measure . 11 1.3Integration............................. 14 1.3.1 Measurable Functions . 14 1.3.2 The Integral . 17 1.3.3 Lebesgue Spaces . 23 1.3.4 Product Measures and the Fubini–Tonelli Theorem . 25 1.4 The Exterior Algebra . 27 1.5 The Hausdorff Distance and Steiner Symmetrization . 30 1.6 Borel and Suslin Sets . 41 2 Carath´eodory’s Construction and Lower-Dimensional Mea- sures 53 2.1 The Basic Definition . 53 2.1.1 Hausdorff Measure and Spherical Measure . 55 2.1.2 A Measure Based on Parallelepipeds . 57 2.1.3 Projections and Convexity . 57 2.1.4 Other Geometric Measures . 59 2.1.5 Summary . 61 2.2 The Densities of a Measure . 64 2.3 A One-Dimensional Example . 66 2.4 Carath´eodory’s Construction and Mappings . 67 2.5 The Concept of Hausdorff Dimension . 70 2.6 Some Cantor Set Examples . 73 i ii CONTENTS 2.6.1 Basic Examples . 73 2.6.2 Some Generalized Cantor Sets . 76 2.6.3 Cantor Sets in Higher Dimensions . 78 3 Invariant Measures and the Construction of Haar Measure 81 3.1 The Fundamental Theorem . 82 3.2 Haar Measure for the Orthogonal Group and the Grassmanian 90 3.2.1 Remarks on the Manifold Structure of G(N,M).... 94 4 Covering Theorems and the Differentiation of Integrals 97 4.1 Wiener’s Covering Lemma and its Variants . -
Version of 21.8.15 Chapter 43 Topologies and Measures II The
Version of 21.8.15 Chapter 43 Topologies and measures II The first chapter of this volume was ‘general’ theory of topological measure spaces; I attempted to distinguish the most important properties a topological measure can have – inner regularity, τ-additivity – and describe their interactions at an abstract level. I now turn to rather more specialized investigations, looking for features which offer explanations of the behaviour of the most important spaces, radiating outwards from Lebesgue measure. In effect, this chapter consists of three distinguishable parts and two appendices. The first three sections are based on ideas from descriptive set theory, in particular Souslin’s operation (§431); the properties of this operation are the foundation for the theory of two classes of topological space of particular importance in measure theory, the K-analytic spaces (§432) and the analytic spaces (§433). The second part of the chapter, §§434-435, collects miscellaneous results on Borel and Baire measures, looking at the ways in which topological properties of a space determine properties of the measures it carries. In §436 I present the most important theorems on the representation of linear functionals by integrals; if you like, this is the inverse operation to the construction of integrals from measures in §122. The ideas continue into §437, where I discuss spaces of signed measures representing the duals of spaces of continuous functions, and topologies on spaces of measures. The first appendix, §438, looks at a special topic: the way in which the patterns in §§434-435 are affected if we assume that our spaces are not unreasonably complex in a rather special sense defined in terms of measures on discrete spaces. -
On Stochastic Distributions and Currents
NISSUNA UMANA INVESTIGAZIONE SI PUO DIMANDARE VERA SCIENZIA S’ESSA NON PASSA PER LE MATEMATICHE DIMOSTRAZIONI LEONARDO DA VINCI vol. 4 no. 3-4 2016 Mathematics and Mechanics of Complex Systems VINCENZO CAPASSO AND FRANCO FLANDOLI ON STOCHASTIC DISTRIBUTIONS AND CURRENTS msp MATHEMATICS AND MECHANICS OF COMPLEX SYSTEMS Vol. 4, No. 3-4, 2016 dx.doi.org/10.2140/memocs.2016.4.373 ∩ MM ON STOCHASTIC DISTRIBUTIONS AND CURRENTS VINCENZO CAPASSO AND FRANCO FLANDOLI Dedicated to Lucio Russo, on the occasion of his 70th birthday In many applications, it is of great importance to handle random closed sets of different (even though integer) Hausdorff dimensions, including local infor- mation about initial conditions and growth parameters. Following a standard approach in geometric measure theory, such sets may be described in terms of suitable measures. For a random closed set of lower dimension with respect to the environment space, the relevant measures induced by its realizations are sin- gular with respect to the Lebesgue measure, and so their usual Radon–Nikodym derivatives are zero almost everywhere. In this paper, how to cope with these difficulties has been suggested by introducing random generalized densities (dis- tributions) á la Dirac–Schwarz, for both the deterministic case and the stochastic case. For the last one, mean generalized densities are analyzed, and they have been related to densities of the expected values of the relevant measures. Ac- tually, distributions are a subclass of the larger class of currents; in the usual Euclidean space of dimension d, currents of any order k 2 f0; 1;:::; dg or k- currents may be introduced. -
MARSTRAND's THEOREM and TANGENT MEASURES Contents 1
MARSTRAND'S THEOREM AND TANGENT MEASURES ALEKSANDER SKENDERI Abstract. This paper aims to prove and motivate Marstrand's theorem, which is a fundamental result in geometric measure theory. Along the way, we introduce and motivate the notion of tangent measures, while also proving several related results. The paper assumes familiarity with the rudiments of measure theory such as Lebesgue measure, Lebesgue integration, and the basic convergence theorems. Contents 1. Introduction 1 2. Preliminaries on Measure Theory 2 2.1. Weak Convergence of Measures 2 2.2. Differentiation of Measures and Covering Theorems 3 2.3. Hausdorff Measure and Densities 4 3. Marstrand's Theorem 5 3.1. Tangent measures and uniform measures 5 3.2. Proving Marstrand's Theorem 8 Acknowledgments 16 References 16 1. Introduction Some of the most important objects in all of mathematics are smooth manifolds. Indeed, they occupy a central position in differential geometry, algebraic topology, and are often very important when relating mathematics to physics. However, there are also many objects of interest which may not be differentiable over certain sets of points in their domains. Therefore, we want to study more general objects than smooth manifolds; these objects are known as rectifiable sets. The following definitions and theorems require the notion of Hausdorff measure. If the reader is unfamiliar with Hausdorff measure, he should consult definition 2.10 of section 2.3 before continuing to read this section. Definition 1.1. A k-dimensional Borel set E ⊂ Rn is called rectifiable if there 1 k exists a countable family fΓigi=1 of Lipschitz graphs such that H (E n [ Γi) = 0. -
Hausdorff Measure
Hausdorff Measure Jimmy Briggs and Tim Tyree December 3, 2016 1 1 Introduction In this report, we explore the the measurement of arbitrary subsets of the metric space (X; ρ); a topological space X along with its distance function ρ. We introduce Hausdorff Measure as a natural way of assigning sizes to these sets, especially those of smaller \dimension" than X: After an exploration of the salient properties of Hausdorff Measure, we proceed to a definition of Hausdorff dimension, a separate idea of size that allows us a more robust comparison between rough subsets of X. Many of the theorems in this report will be summarized in a proof sketch or shown by visual example. For a more rigorous treatment of the same material, we redirect the reader to Gerald B. Folland's Real Analysis: Modern techniques and their applications. Chapter 11 of the 1999 edition served as our primary reference. 2 Hausdorff Measure 2.1 Measuring low-dimensional subsets of X The need for Hausdorff Measure arises from the need to know the size of lower-dimensional subsets of a metric space. This idea is not as exotic as it may sound. In a high school Geometry course, we learn formulas for objects of various dimension embedded in R3: In Figure 1 we see the line segment, the circle, and the sphere, each with it's own idea of size. We call these length, area, and volume, respectively. Figure 1: low-dimensional subsets of R3: 2 4 3 2r πr 3 πr Note that while only volume measures something of the same dimension as the host space, R3; length, and area can still be of interest to us, especially 2 in applications. -
Proofs-6-2.Pdf
Real Analysis Chapter 6. Differentiation and Integration 6.2. Differentiability of Monotone Functions: Lebesgue’s Theorem—Proofs of Theorems December 25, 2015 () Real Analysis December 25, 2015 1 / 18 Table of contents 1 The Vitali Covering Lemma 2 Lemma 6.3 3 Lebesgue Theorem 4 Corollary 6.4 () Real Analysis December 25, 2015 2 / 18 By the countable additivity of measure and monotonicity ∞ of measure, if {Ik }k=1 ⊆ F is a collection of disjoint intervals in F the ∞ X `(Ik ) ≤ m(O) < ∞. (3) k=1 The Vitali Covering Lemma The Vitali Covering Lemma The Vitali Covering Lemma. Let E be a set of finite outer measure and F a collection of closed, bounded intervals that covers E in the sense of Vitali. Then for each n ε > 0, there is a finite disjoint subcollection {Ik }k=1 of F for which " n # ∗ [ m E \ Ik < ε. (2) k=1 Proof. Since m∗(E) < ∞, there is an open set O containing E for which m(O) < ∞ (by the definition of outer measure). Because F is a Vitali covering of E, then every x ∈ E is in some interval of length less than ε > 0 (for arbitrary ε > 0). So WLOG we can suppose each interval in F is contained in O. () Real Analysis December 25, 2015 3 / 18 The Vitali Covering Lemma The Vitali Covering Lemma The Vitali Covering Lemma. Let E be a set of finite outer measure and F a collection of closed, bounded intervals that covers E in the sense of Vitali. Then for each n ε > 0, there is a finite disjoint subcollection {Ik }k=1 of F for which " n # ∗ [ m E \ Ik < ε. -
Nonlinear Structures Determined by Measures on Banach Spaces Mémoires De La S
MÉMOIRES DE LA S. M. F. K. DAVID ELWORTHY Nonlinear structures determined by measures on Banach spaces Mémoires de la S. M. F., tome 46 (1976), p. 121-130 <http://www.numdam.org/item?id=MSMF_1976__46__121_0> © Mémoires de la S. M. F., 1976, tous droits réservés. L’accès aux archives de la revue « Mémoires de la S. M. F. » (http://smf. emath.fr/Publications/Memoires/Presentation.html) implique l’accord avec les conditions générales d’utilisation (http://www.numdam.org/conditions). Toute utilisation commerciale ou impression systématique est constitutive d’une infraction pénale. Toute copie ou impression de ce fichier doit contenir la présente mention de copyright. Article numérisé dans le cadre du programme Numérisation de documents anciens mathématiques http://www.numdam.org/ Journees Geom. dimens. infinie [1975 - LYON ] 121 Bull. Soc. math. France, Memoire 46, 1976, p. 121 - 130. NONLINEAR STRUCTURES DETERMINED BY MEASURES ON BANACH SPACES By K. David ELWORTHY 0. INTRODUCTION. A. A Gaussian measure y on a separable Banach space E, together with the topolcT- gical vector space structure of E, determines a continuous linear injection i : H -> E, of a Hilbert space H, such that y is induced by the canonical cylinder set measure of H. Although the image of H has measure zero, nevertheless H plays a dominant role in both linear and nonlinear analysis involving y, [ 8] , [9], [10] . The most direct approach to obtaining measures on a Banach manifold M, related to its differential structure, requires a lot of extra structure on the manifold : for example a linear map i : H -> T M for each x in M, and even a subset M-^ of M which has the structure of a Hilbert manifold, [6] , [7]. -
A Direct Approach to Plateau's Problem 1
A DIRECT APPROACH TO PLATEAU'S PROBLEM C. DE LELLIS, F. GHIRALDIN, AND F. MAGGI Abstract. We provide a compactness principle which is applicable to different formulations of Plateau's problem in codimension 1 and which is exclusively based on the theory of Radon measures and elementary comparison arguments. Exploiting some additional techniques in geometric measure theory, we can use this principle to give a different proof of a theorem by Harrison and Pugh and to answer a question raised by Guy David. 1. Introduction Since the pioneering work of Reifenberg there has been an ongoing interest into formulations of Plateau's problem involving the minimization of the Hausdorff measure on closed sets coupled with some notion of \spanning a given boundary". More precisely consider any closed set H ⊂ n+1 n+1 R and assume to have a class P(H) of relatively closed subsets K of R nH, which encodes a particular notion of \K bounds H". Correspondingly there is a formulation of Plateau's problem, namely the minimum for such problem is n m0 := inffH (K): K 2 P(H)g ; (1.1) n and a minimizing sequence fKjg ⊂ P(H) is characterized by the property H (Kj) ! m0. Two good motivations for considering this kind of approach rather than the one based on integer rectifiable currents are that, first, not every interesting boundary can be realized as an integer 3 rectifiable cycle and, second, area minimizing 2-d currents in R are always smooth away from their boundaries, in contrast to what one observes with real world soap films. -
Construction of Geometric Outer-Measures and Dimension Theory
Construction of Geometric Outer-Measures and Dimension Theory by David Worth B.S., Mathematics, University of New Mexico, 2003 THESIS Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science Mathematics The University of New Mexico Albuquerque, New Mexico December, 2006 c 2008, David Worth iii DEDICATION To my lovely wife Meghan, to whom I am eternally grateful for her support and love. Without her I would never have followed my education or my bliss. iv ACKNOWLEDGMENTS I would like to thank my advisor, Dr. Terry Loring, for his years of encouragement and aid in pursuing mathematics. I would also like to thank Dr. Cristina Pereyra for her unfailing encouragement and her aid in completing this daunting task. I would like to thank Dr. Wojciech Kucharz for his guidance and encouragement for the entirety of my adult mathematical career. Moreover I would like to thank Dr. Jens Lorenz, Dr. Vladimir I Koltchinskii, Dr. James Ellison, and Dr. Alexandru Buium for their years of inspirational teaching and their influence in my life. v Construction of Geometric Outer-Measures and Dimension Theory by David Worth ABSTRACT OF THESIS Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science Mathematics The University of New Mexico Albuquerque, New Mexico December, 2006 Construction of Geometric Outer-Measures and Dimension Theory by David Worth B.S., Mathematics, University of New Mexico, 2003 M.S., Mathematics, University of New Mexico, 2008 Abstract Geometric Measure Theory is the rigorous mathematical study of the field commonly known as Fractal Geometry. In this work we survey means of constructing families of measures, via the so-called \Carath´eodory construction", which isolate certain small- scale features of complicated sets in a metric space. -
Harmonic Analysis Meets Geometric Measure Theory
Geometry of Measures: Harmonic Analysis meets Geometric Measure Theory T. Toro ∗ 1 Introduction One of the central questions in Geometric Measure Theory is the extend to which the regularity of a measure determines the geometry of its support. This type of question was initially studied by Besicovitch, and then pursued by many authors among others Marstrand, Mattila and Preiss. These authors focused their attention on the extend to which the behavior of the density ratio of a m given Radon measure µ in R with respect to Hausdorff measure determines the regularity of the µ(B(x;r)) m support of the measure, i.e. what information does the quantity rs for x 2 R , r > 0 and s > 0 encode. In the context of the study of minimizers of area, perimeter and similar functionals the correct density ratio is monotone, the density exists and its behavior is the key to study the regularity and structure of these minimizers. This question has also been studied in the context of Complex Analysis. In this case, the Radon measure of interest is the harmonic measure. The general question is to what extend the structure of the boundary of a domain can be fully understood in terms of the behavior of the harmonic measure. Some of the first authors to study this question were Carleson, Jones, Wolff and Makarov. The goal of this paper is to present two very different type of problems, and the unifying techniques that lead to a resolution of both. In Section 2 we look at the history of the question initially studied by Besicovitch in dimension 2, as well as some of its offsprings. -
Geometric Measure Theory
Encyclopedia of Mathematical Physics, [version: May 19, 2007] Vol. 2, pp. 520–527 (J.-P. Fran¸coiseet al. eds.). Elsevier, Oxford 2006. Geometric Measure Theory Giovanni Alberti Dipartimento di Matematica, Universit`adi Pisa L.go Pontecorvo 5, 56127 Pisa Italy e-mail: [email protected] 1. Introduction The aim of these pages is to give a brief, self-contained introduction to that part of Geometric Measure Theory which is more directly related to the Calculus of Variations, namely the theory of currents and its applications to the solution of Plateau problem. (The theory of finite perimeter sets, which is closely related to currents and to the Plateau problem, is treated in the article “Free interfaces and free discontinuities: variational problems”). Named after the belgian physicist J.A.F. Plateau (1801-1883), this problem was originally formulated as follows: find the surface of minimal area spanning a given curve in the space. Nowadays, it is mostly intended in the sense of developing a mathematical framework where the existence of k-dimensional surfaces of minimal volume that span a prescribed boundary can be rigorously proved. Indeed, several solutions have been proposed in the last century, none of which is completely satisfactory. One difficulty is that the infimum of the area among all smooth surfaces with a certain boundary may not be attained. More precisely, it may happen that all minimizing sequences (that is, sequences of smooth surfaces whose area approaches the infimum) converge to a singular surface. Therefore one is forced to consider a larger class of admissible surfaces than just smooth ones (in fact, one might want to do this also for modelling reasons—this is indeed the case with soap films, soap bubbles, and other capillarity problems). -
The Boundedness of the Hardy-Littlewood Maximal Function and the Strong Maximal Function on the Space BMO Wenhao Zhang
Claremont Colleges Scholarship @ Claremont CMC Senior Theses CMC Student Scholarship 2018 The Boundedness of the Hardy-Littlewood Maximal Function and the Strong Maximal Function on the Space BMO Wenhao Zhang Recommended Citation Zhang, Wenhao, "The Boundedness of the Hardy-Littlewood Maximal Function and the Strong Maximal Function on the Space BMO" (2018). CMC Senior Theses. 1907. http://scholarship.claremont.edu/cmc_theses/1907 This Open Access Senior Thesis is brought to you by Scholarship@Claremont. It has been accepted for inclusion in this collection by an authorized administrator. For more information, please contact [email protected]. CLAREMONT MCKENNA COLLEGE The Boundedness of the Hardy-Littlewood Maximal Function and the Strong Maximal Function on the Space BMO SUBMITTED TO Professor Winston Ou AND Professor Chiu-Yen Kao BY Wenhao Zhang FOR SENIOR THESIS Spring 2018 Apr 23rd 2018 Contents Abstract 2 Chapter 1. Introduction 3 Notation 3 1.1. The space BMO 3 1.2. The Hardy-Littlewood Maximal Operator and the Strong Maximal Operator 4 1.3. Overview of the Thesis 5 1.4. Acknowledgement 6 Chapter 2. The Weak-type Estimate of Hardy-Littlewood Maximal Function 7 2.1. Vitali Covering Lemma 7 2.2. The Boundedness of Hardy-Littlewood Maximal Function on Lp 8 Chapter 3. Weighted Inequalities 10 3.1. Muckenhoupt Weights 10 3.2. Coifman-Rochberg Proposition 13 3.3. The Logarithm of Muckenhoupt weights 14 Chapter 4. The Boundedness of the Hardy-Littlewood Maximal Operator on BMO 17 4.1. Commutation Lemma and Proof of the Main Result 17 4.2. Question: The Boundedness of the Strong Maximal Function 18 Chapter 5.