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In [[mathematics]], '''Weyl's lemma''', named after [[Hermann Weyl]], states that every weak solution of [[Laplace's equation]] is a [[smooth function|smooth]] solution. This contrasts with the [[wave equation]], for example, which has weak solutions that are not smooth solutions. Weyl's lemma is a special case of [[elliptic PDE|elliptic]] or [[hypoelliptic| hypoelliptic regularity]]. | |||
==Statement of the lemma== | |||
Let <math>\Omega</math> be an [[open set|open subset]] of <math>n</math>-dimensional Euclidean space <math>\mathbb{R}^{n}</math>, and let <math>\Delta</math> denote the usual [[Laplace operator]]. Weyl's lemma<ref>[[Hermann Weyl]], The method of orthogonal projections in potential theory, ''Duke Math. J.'', 7, 411-444 (1940). See Lemma 2, p. 415</ref> states that if a [[locally integrable]] function <math>u \in L_{\mathrm{loc}}^{1}(\Omega)</math> is a weak solution of Laplace's equation, in the sense that | |||
:<math>\int_{\Omega} u(x) \Delta \phi (x) \, dx = 0</math> | |||
for every [[smooth function | smooth]] test function <math>\phi \in C_c^\infty(\Omega)</math> with [[compact support]], then (up to redefinition on a set of [[measure zero]]) <math>u \in C^{\infty}(\Omega)</math> is smooth and satisfies <math>\Delta u = 0</math> pointwise in <math>\Omega</math>. | |||
This result implies the interior regularity of harmonic functions in <math>\Omega</math>, but it does not say anything about their regularity on the boundary <math>\partial\Omega</math>. | |||
== Idea of the proof == | |||
To prove Weyl's lemma, one [[Convolution|convolves]] the function <math>u</math> with an appropriate [[mollifier]] <math>\phi_\epsilon</math> and shows that the mollification <math>u_\epsilon = \phi_\epsilon\ast u</math> satisfies Laplace's equation, which implies that <math>u_\epsilon</math> has the mean value property. Taking the limit as <math>\epsilon\to 0</math> and using the properties of mollifiers, one finds that <math>u</math> also has the mean value property, which implies that it is a smooth solution of Laplace's equation.<ref>Bernard Daconorogna, ''Introduction to the Calculus of Variations,'' 2nd ed., Imperial College Press (2009), p. 148.</ref> | |||
== Generalization to distributions == | |||
More generally, the same result holds for every [[Distribution (mathematics) | distributional solution]] of Laplace's equation: If <math>T\in D'(\Omega)</math> satisfies <math>\langle T, \Delta \phi\rangle = 0</math> for every <math>\phi\in C_c^\infty(\Omega)</math>, then <math>T= T_u</math> is a regular distribution associated with a smooth solution <math>u\in C^\infty(\Omega)</math> of Laplace's equation.<ref>[[Lars Gårding]], ''Some Points of Analysis and their History'', AMS (1997), p. 66.</ref> | |||
== Connection with hypoellipticity == | |||
Weyl's lemma follows from more general results concerning the regularity properties of elliptic or hypoelliptic operators.<ref>[[Lars Hörmander]], ''The Analysis of Linear Partial Differential Operators I'', 2nd ed., Springer-Verlag (1990), p.110</ref> A linear partial differential operator <math>P</math> with smooth coefficients is hypoelliptic if the [[support (mathematics) | singular support]] of <math>P u</math> is equal to the singular support of <math>u</math> for every distribution <math>u</math>. The Laplace operator is hyperelliptic, so if <math>\Delta u = 0</math>, then the singular support of <math>u</math> is empty since the singular support of <math>0</math> is empty, meaning that <math>u\in C^\infty(\Omega)</math>. In fact, since the Laplacian is elliptic, a stronger result is true, and solutions of <math>\Delta u = 0</math> are [[analytic function | real-analytic]]. | |||
==Notes== | |||
{{reflist}} | |||
==References== | |||
*{{cite book |title= Elliptic Partial Differential Equations of Second Order |last=Gilbarg |first=David |coauthors=[[Neil Trudinger|Neil S. Trudinger]] | year=1988| publisher=Springer |isbn=3-540-41160-7}} | |||
*{{cite book | first=Elias | last=Stein | authorlink=Elias Stein| year=2005 | title=Real Analysis: Measure Theory, Integration, and Hilbert Spaces | publisher=Princeton University Press | isbn=0-691-11386-6}} | |||
[[Category:Lemmas]] | |||
[[Category:Partial differential equations]] | |||
[[Category:Harmonic functions]] |
Latest revision as of 21:03, 20 May 2013
In mathematics, Weyl's lemma, named after Hermann Weyl, states that every weak solution of Laplace's equation is a smooth solution. This contrasts with the wave equation, for example, which has weak solutions that are not smooth solutions. Weyl's lemma is a special case of elliptic or hypoelliptic regularity.
Statement of the lemma
Let be an open subset of -dimensional Euclidean space , and let denote the usual Laplace operator. Weyl's lemma[1] states that if a locally integrable function is a weak solution of Laplace's equation, in the sense that
for every smooth test function with compact support, then (up to redefinition on a set of measure zero) is smooth and satisfies pointwise in .
This result implies the interior regularity of harmonic functions in , but it does not say anything about their regularity on the boundary .
Idea of the proof
To prove Weyl's lemma, one convolves the function with an appropriate mollifier and shows that the mollification satisfies Laplace's equation, which implies that has the mean value property. Taking the limit as and using the properties of mollifiers, one finds that also has the mean value property, which implies that it is a smooth solution of Laplace's equation.[2]
Generalization to distributions
More generally, the same result holds for every distributional solution of Laplace's equation: If satisfies for every , then is a regular distribution associated with a smooth solution of Laplace's equation.[3]
Connection with hypoellipticity
Weyl's lemma follows from more general results concerning the regularity properties of elliptic or hypoelliptic operators.[4] A linear partial differential operator with smooth coefficients is hypoelliptic if the singular support of is equal to the singular support of for every distribution . The Laplace operator is hyperelliptic, so if , then the singular support of is empty since the singular support of is empty, meaning that . In fact, since the Laplacian is elliptic, a stronger result is true, and solutions of are real-analytic.
Notes
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References
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- ↑ Hermann Weyl, The method of orthogonal projections in potential theory, Duke Math. J., 7, 411-444 (1940). See Lemma 2, p. 415
- ↑ Bernard Daconorogna, Introduction to the Calculus of Variations, 2nd ed., Imperial College Press (2009), p. 148.
- ↑ Lars Gårding, Some Points of Analysis and their History, AMS (1997), p. 66.
- ↑ Lars Hörmander, The Analysis of Linear Partial Differential Operators I, 2nd ed., Springer-Verlag (1990), p.110