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{{MSC|49Q15|49Q20,49Q05,28A75,32C30,58A25,58C35}}
 
{{MSC|49Q15|49Q20,49Q05,28A75,32C30,58A25,58C35}}
  
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{{TEX|done}}
 
{{TEX|done}}
An area of analysis concerned with solving geometric problems via measure-theoretic techniques. The canonical motivating physical problem is probably that investigated experimentally by J. Plateau in the nineteenth century: Given a boundary wire, how does one find the (minimal) soap film which spans it? Slightly more mathematically: Given a boundary curve, find the surface of minimal area spanning it. (Cf. also [[Plateau problem|Plateau problem]].) The many different approaches to solving this problem have found utility in most areas of modern mathematics and geometric measure theory is no exception: techniques and ideas from geometric measure theory have been found useful in the study of partial differential equations, the calculus of variations, geometric analysis, harmonic analysis, and fractals.
+
An area of analysis concerned with solving geometric problems via measure-theoretic techniques. The canonical motivating physical problem is probably that investigated experimentally by J. Plateau in the nineteenth century: Given a boundary wire, how does one find the (minimal) soap film which spans it? In mathematical terms: Given a boundary curve, find the surface of minimal area spanning it. (Cf. also [[Plateau problem|Plateau problem]].) The many different approaches to solving this problem have found utility in most areas of modern mathematics and geometric measure theory is no exception: techniques and ideas from geometric measure theory have been found useful in the study of partial differential equations, the calculus of variations, geometric analysis, harmonic analysis, and fractals.
  
 
=History=
 
=History=
 
=Measure theoretic concepts=
 
=Measure theoretic concepts=
 +
One of the central issues of geometric measure theory is to define the concepts of volume, area
 +
and length in the uttermost generality. The roots of this concept are obviously in measure theory. In particular, the concept of [[Outer measure|outer measure]] in a [[Metric space|metric
 +
space]] plays a fundamental role.
 +
 
==Caratheodory construction==
 
==Caratheodory construction==
 +
The following is a common construction of metric outer measures in metric spaces $(X, d)$.
 +
 +
'''Definition 1'''
 +
If  $\mathcal{C}$ is a class of subsets of $X$ containing the empty set,  $\nu  : \mathcal{C}\to [0, \infty]$ a set function with $\nu (\emptyset)  =0$  and $\delta\in ]0, \infty]$, then for every $A\subset X$ we define
 +
\[
 +
\mu^\delta  (A) := \inf \left\{ \sum_i \nu (E_i) : \{E_i\}_{i\in \mathbb N}  \subset  \mathcal{C} \mbox{ covers $A$ and ${\rm diam}\, (E_i) \leq  \delta$}\right\}\,
 +
\]
 +
and
 +
\[
 +
\mu (A) := \lim_{\delta\downarrow 0}\; \mu^\delta (A)\, .
 +
\]
 +
 +
Observe that the latter limit exists because $\mu^\delta (A)$ is a nonincreasing function of $\delta$.
 +
This construction is often called ''Caratheodory construction''. See Section 2.1 of {{Cite|KP}} (cp. also with {{Cite|Fe}}).
 +
 +
'''Theorem 2'''
 +
Let $\nu$ and $\mu$ be as in Definition 7. Then $\mu$ is a metric outer measure.
 +
 +
(Cp.  with Claims 1,2 and 3 in the proof of Theorem 1 in Section 2.1 of  {{Cite|EG}}: although the reference handles the cases of Hausdorff outer  measures, the proof extends verbatim to the setting above).
 +
 
===Hausdorff measures===
 
===Hausdorff measures===
 +
The Caratheodory construction gives several generalizations of the concept of dimension and
 +
volume. The most common is due to Hausdorff (cp. with {{Cite|Ha}}).
 +
 +
'''Definition 3'''
 +
The  [[Hausdorff measure|Hausdorff outer measure]] $\mathcal{H}^\alpha$ is  given by such $\mu$ as in  Definition 1 when we choose $\mathcal{C} =  \mathcal{P} (X)$ and $\nu  (A) = c_\alpha ({\rm diam}\, (A))^\alpha$, where
 +
\[
 +
\omega_\alpha = \frac{\pi^{\alpha/2}}{\Gamma \left(\frac{\alpha}{2}+1\right)}\,
 +
\]
 +
(cp. with Section 2.1 of {{Cite|EG}}).
 +
 +
When $\alpha$ is a (positive) integer $n$, $\omega_n$ equals the Lebesgue measure of the unit ball in $\mathbb R^n$. With
 +
this choice the $n$-dimensional Hausdorff outer measure on the euclidean space $\mathbb R^n$ coincides
 +
with the Lebesgue measure. However some authors set $\omega_\alpha =1$ (see for instance {{Cite|Ma}}).
 +
====Hausdorff dimension====
 +
The following is a simple consequence of the definition (cp. with Theorem 4.7 of {{Cite|Ma}}).
 +
 +
'''Theorem 4'''
 +
For $0\leq s<t<\infty$ and $A\subset X$ we have
 +
* $\mathcal{H}^s (A) < \infty \Rightarrow \mathcal{H}^t (A) = 0$;
 +
* $\mathcal{H}^t (A)>0 \Rightarrow \mathcal{H}^s (A) = \infty$.
 +
 +
The [[Hausdorff dimension]] ${\rm dim}_H (A)$ of a subset $A\subset X$ is then defined as
 +
 +
'''Definition 5'''
 +
\begin{align*}
 +
{\rm dim}_H (A) &= \sup \{s: \mathcal{H}^s (A)> 0\} = \sup \{s: \mathcal{H}^s (A) = \infty\}\\
 +
&=\inf \{t: \mathcal{H}^t (A) = 0\} = \inf \{t: \mathcal{H}^t (A) < \infty\}\, .
 +
\end{align*}
 +
===Other measures related to the volume===
 +
The Caratheodory construction can be used to build other generalizations of the concept of volume, such as
 +
* The spherical $\alpha$-dimensional outer measures on a metric space $(X,d)$, see Section 2.1.2 of {{Cite|KP}}.
 +
*  The Gross outer measures, the Caratheodory outer measures, the  integral-geometric outer measures (see also [[Favard measure]]) and the Gillespie outer measures in  $\mathbb R^n$, see Sections  2.1.3-2.1.4-2.1.5 of {{Cite|KP}} (cp. also  with 2.10.2-2.10.3-2.10.4 of {{Cite|Fe}}).
 +
All these measures coincide on sufficiently regular set (in particular on [[Rectifiable set|rectifiable sets]], see below), but they are, in general, different.
 
===Fractals===
 
===Fractals===
 +
==Differentiantion theorem==
 +
===Covering arguments===
 
=Rectifiable sets=
 
=Rectifiable sets=
 
==Besicovitch's works==
 
==Besicovitch's works==
Line 63: Line 123:
 
=Notable applications=
 
=Notable applications=
 
=References=
 
=References=
 +
{|
 +
|-
 +
|valign="top"|{{Ref|EG}}||  L.C. Evans, R.F.  Gariepy, "Measure theory  and fine properties of  functions" Studies in  Advanced Mathematics. CRC  Press, Boca Raton, FL,    1992.  {{MR|1158660}} {{ZBL|0804.2800}}
 +
|-
 +
|valign="top"|{{Ref|Fe}}||    H. Federer, "Geometric measure  theory". Volume 153 of Die  Grundlehren  der mathematischen  Wissenschaften. Springer-Verlag New  York Inc., New  York, 1969.  {{MR|0257325}} {{ZBL|0874.49001}}
 +
|-
 +
|valign="top"|{{Ref|Ha}}|| F. Hausdorff,  "Dimension and äusseres Mass"  ''Math. Ann.'' ,  '''79'''  (1918)  pp. 157–179  {{MR|1511917}} {{ZBL|}}
 +
|-
 +
|valign="top"|{{Ref|KP}}|| S. G. Krantz, H. Parks, "Geometric Integration Theory", Birkhäuser (2008).
 +
|-
 +
|valign="top"|{{Ref|Ma}}||      P. Mattila, "Geometry of sets  and measures in Euclidean spaces.  Fractals and rectifiability".    Cambridge Studies in Advanced  Mathematics, 44. Cambridge University      Press, Cambridge,  1995.  {{MR|1333890}} {{ZBL|0911.28005}}
 +
|-
 +
|valign="top"|{{Ref|Mu}}|| M. E. Munroe, "Introduction to Measure and Integration". Addison Wesley (1953).
 +
|-
 +
|}

Revision as of 14:40, 10 November 2012

2020 Mathematics Subject Classification: Primary: 49Q15 Secondary: 49Q2049Q0528A7532C3058A2558C35 [MSN][ZBL]


An area of analysis concerned with solving geometric problems via measure-theoretic techniques. The canonical motivating physical problem is probably that investigated experimentally by J. Plateau in the nineteenth century: Given a boundary wire, how does one find the (minimal) soap film which spans it? In mathematical terms: Given a boundary curve, find the surface of minimal area spanning it. (Cf. also Plateau problem.) The many different approaches to solving this problem have found utility in most areas of modern mathematics and geometric measure theory is no exception: techniques and ideas from geometric measure theory have been found useful in the study of partial differential equations, the calculus of variations, geometric analysis, harmonic analysis, and fractals.

History

Measure theoretic concepts

One of the central issues of geometric measure theory is to define the concepts of volume, area and length in the uttermost generality. The roots of this concept are obviously in measure theory. In particular, the concept of outer measure in a metric space plays a fundamental role.

Caratheodory construction

The following is a common construction of metric outer measures in metric spaces $(X, d)$.

Definition 1 If $\mathcal{C}$ is a class of subsets of $X$ containing the empty set, $\nu : \mathcal{C}\to [0, \infty]$ a set function with $\nu (\emptyset) =0$ and $\delta\in ]0, \infty]$, then for every $A\subset X$ we define \[ \mu^\delta (A) := \inf \left\{ \sum_i \nu (E_i) : \{E_i\}_{i\in \mathbb N} \subset \mathcal{C} \mbox{ covers '"`UNIQ-MathJax8-QINU`"' and '"`UNIQ-MathJax9-QINU`"'}\right\}\, \] and \[ \mu (A) := \lim_{\delta\downarrow 0}\; \mu^\delta (A)\, . \]

Observe that the latter limit exists because $\mu^\delta (A)$ is a nonincreasing function of $\delta$. This construction is often called Caratheodory construction. See Section 2.1 of [KP] (cp. also with [Fe]).

Theorem 2 Let $\nu$ and $\mu$ be as in Definition 7. Then $\mu$ is a metric outer measure.

(Cp. with Claims 1,2 and 3 in the proof of Theorem 1 in Section 2.1 of [EG]: although the reference handles the cases of Hausdorff outer measures, the proof extends verbatim to the setting above).

Hausdorff measures

The Caratheodory construction gives several generalizations of the concept of dimension and volume. The most common is due to Hausdorff (cp. with [Ha]).

Definition 3 The Hausdorff outer measure $\mathcal{H}^\alpha$ is given by such $\mu$ as in Definition 1 when we choose $\mathcal{C} = \mathcal{P} (X)$ and $\nu (A) = c_\alpha ({\rm diam}\, (A))^\alpha$, where \[ \omega_\alpha = \frac{\pi^{\alpha/2}}{\Gamma \left(\frac{\alpha}{2}+1\right)}\, \] (cp. with Section 2.1 of [EG]).

When $\alpha$ is a (positive) integer $n$, $\omega_n$ equals the Lebesgue measure of the unit ball in $\mathbb R^n$. With this choice the $n$-dimensional Hausdorff outer measure on the euclidean space $\mathbb R^n$ coincides with the Lebesgue measure. However some authors set $\omega_\alpha =1$ (see for instance [Ma]).

Hausdorff dimension

The following is a simple consequence of the definition (cp. with Theorem 4.7 of [Ma]).

Theorem 4 For $0\leq s<t<\infty$ and $A\subset X$ we have

  • $\mathcal{H}^s (A) < \infty \Rightarrow \mathcal{H}^t (A) = 0$;
  • $\mathcal{H}^t (A)>0 \Rightarrow \mathcal{H}^s (A) = \infty$.

The Hausdorff dimension ${\rm dim}_H (A)$ of a subset $A\subset X$ is then defined as

Definition 5 \begin{align*} {\rm dim}_H (A) &= \sup \{s: \mathcal{H}^s (A)> 0\} = \sup \{s: \mathcal{H}^s (A) = \infty\}\\ &=\inf \{t: \mathcal{H}^t (A) = 0\} = \inf \{t: \mathcal{H}^t (A) < \infty\}\, . \end{align*}

Other measures related to the volume

The Caratheodory construction can be used to build other generalizations of the concept of volume, such as

  • The spherical $\alpha$-dimensional outer measures on a metric space $(X,d)$, see Section 2.1.2 of [KP].
  • The Gross outer measures, the Caratheodory outer measures, the integral-geometric outer measures (see also Favard measure) and the Gillespie outer measures in $\mathbb R^n$, see Sections 2.1.3-2.1.4-2.1.5 of [KP] (cp. also with 2.10.2-2.10.3-2.10.4 of [Fe]).

All these measures coincide on sufficiently regular set (in particular on rectifiable sets, see below), but they are, in general, different.

Fractals

Differentiantion theorem

Covering arguments

Rectifiable sets

Besicovitch's works

One-dimensional sets

General dimension and codimension

Besicovitch-Federer projection theorem

Marstrand's theorem

Besicovitch-Preiss theorem

Tangent measures

Caccioppoli sets

Functions of bounded variation

Plateau's problem in codimension 1

Existence

Regularity theory

Bernstein's problem

Simons' cone

De Giorgi's $\varepsilon$-regularity theorem

Simons' inequality and solution of the Bernstein's problem

Stable surfaces

Federer's estimate of the singular set

Simon's rectifiability theorem

Mumford Shah conjecture

Currents

Federer-Fleming theory

Compactness for integral currents

Deformation theorem

Plateau's problem in any codimension

Regularity theory

Almgren's $\varepsilon$-regularity theorem

Almgren's big regularity paper

Currents in metric spaces

Varifolds

General theory

Rectifiable and integral varifolds

Regularity theory

Allard's rectifiability theorem

Allard's $\varepsilon$-regularity theorem

Calculus of variations in the large

Pitts' theory

Schoen-Simon curvature estimates

The Willmore conjecture

Smith's theorem and generalizations

Applications to topology

Uniqueness of tangent cones

White's theorem

Simon's theorem

Lojasievicz inequality

Soap films

Almgren's $\varepsilon-\delta$ minimal sets

Taylor's theorem

Double-bubble conjecture

Notable applications

References

[EG] L.C. Evans, R.F. Gariepy, "Measure theory and fine properties of functions" Studies in Advanced Mathematics. CRC Press, Boca Raton, FL, 1992. MR1158660 Zbl 0804.2800
[Fe] H. Federer, "Geometric measure theory". Volume 153 of Die Grundlehren der mathematischen Wissenschaften. Springer-Verlag New York Inc., New York, 1969. MR0257325 Zbl 0874.49001
[Ha] F. Hausdorff, "Dimension and äusseres Mass" Math. Ann. , 79 (1918) pp. 157–179 MR1511917
[KP] S. G. Krantz, H. Parks, "Geometric Integration Theory", Birkhäuser (2008).
[Ma] P. Mattila, "Geometry of sets and measures in Euclidean spaces. Fractals and rectifiability". Cambridge Studies in Advanced Mathematics, 44. Cambridge University Press, Cambridge, 1995. MR1333890 Zbl 0911.28005
[Mu] M. E. Munroe, "Introduction to Measure and Integration". Addison Wesley (1953).
How to Cite This Entry:
Camillo.delellis/sandbox. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Camillo.delellis/sandbox&oldid=28498