Hopf Lemma
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mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, the Hopf lemma, named after
Eberhard Hopf Eberhard Frederich Ferdinand Hopf (April 4, 1902 in Salzburg, Austria-Hungary – July 24, 1983 in Bloomington, Indiana, USA) was a mathematician and astronomer, one of the founding fathers of ergodic theory and a pioneer of bifurcation theory who ...
, states that if a continuous real-valued function in a domain in Euclidean space with sufficiently smooth boundary is harmonic in the interior and the value of the function at a point on the boundary is greater than the values at nearby points inside the domain, then the derivative of the function in the direction of the outward pointing normal is strictly positive. The lemma is an important tool in the proof of the
maximum principle In the mathematical fields of partial differential equations and geometric analysis, the maximum principle is any of a collection of results and techniques of fundamental importance in the study of elliptic and parabolic differential equations. ...
and in the theory of
partial differential equation In mathematics, a partial differential equation (PDE) is an equation which imposes relations between the various partial derivatives of a Multivariable calculus, multivariable function. The function is often thought of as an "unknown" to be sol ...
s. The Hopf lemma has been generalized to describe the behavior of the solution to an elliptic problem as it approaches a point on the boundary where its maximum is attained. In the special case of the Laplacian, the Hopf lemma had been discovered by Stanisław Zaremba in 1910. In the more general setting for elliptic equations, it was found independently by Hopf and
Olga Oleinik Olga Arsenievna Oleinik (also as ''Oleĭnik'') HFRSE (russian: link=no, О́льга Арсе́ньевна Оле́йник) (2 July 1925 – 13 October 2001) was a Soviet mathematician who conducted pioneering work on the theory of partial di ...
in 1952, although Oleinik's work is not as widely known as Hopf's in Western countries. There are also extensions which allow domains with corners.Gidas, B.; Ni, Wei Ming; Nirenberg, L. Symmetry and related properties via the maximum principle. Comm. Math. Phys. 68 (1979), no. 3, 209–243.


Statement for harmonic functions

Let Ω be a bounded domain in R''n'' with smooth boundary. Let ''f'' be a real-valued function continuous on the closure of Ω and
harmonic A harmonic is a wave with a frequency that is a positive integer multiple of the ''fundamental frequency'', the frequency of the original periodic signal, such as a sinusoidal wave. The original signal is also called the ''1st harmonic'', the ...
on Ω. If ''x'' is a boundary point such that ''f''(''x'') > ''f''(''y'') for all ''y'' in Ω sufficiently close to ''x'', then the (one-sided)
directional derivative In mathematics, the directional derivative of a multivariable differentiable (scalar) function along a given vector v at a given point x intuitively represents the instantaneous rate of change of the function, moving through x with a velocity s ...
of ''f'' in the direction of the outward pointing normal to the boundary at ''x'' is strictly positive.


Proof for harmonic functions

Subtracting a constant, it can be assumed that ''f''(''x'') = 0 and ''f'' is strictly negative at interior points near ''x''. Since the boundary of Ω is smooth there is a small ball contained in Ω the closure of which is tangent to the boundary at ''x'' and intersects the boundary only at ''x''. It is then sufficient to check the result with Ω replaced by this ball. Scaling and translating, it is enough to check the result for the unit ball in R''n'', assuming ''f''(''x'') is zero for some unit vector ''x'' and ''f''(''y'') < 0 if , ''y'', < 1. By
Harnack's inequality In mathematics, Harnack's inequality is an inequality relating the values of a positive harmonic function at two points, introduced by . Harnack's inequality is used to prove Harnack's theorem about the convergence of sequences of harmonic functions ...
applied to −''f'' :\displaystyle for ''r'' < 1. Hence :\displaystyle Hence the directional derivative at ''x'' is bounded below by the strictly positive constant on the right hand side.


General discussion

Consider a second order, uniformly
elliptic operator In the theory of partial differential equations, elliptic operators are differential operators that generalize the Laplace operator. They are defined by the condition that the coefficients of the highest-order derivatives be positive, which i ...
of the form : Lu = a_(x)\frac + b_i(x) \frac + c(x)u, \qquad x \in \Omega. Here \Omega is an open, bounded subset of \mathbb^n. The Weak Maximum Principle states that a solution of the equation Lu=0 in \Omega attains its maximum value on the closure \overline at some point on the boundary \partial\Omega. Let x_0 \in \partial\Omega be such a point, then necessarily : \frac(x_0) \geq 0, where \partial/\partial\nu denotes the
outer normal In geometry, a normal is an object such as a line, ray, or vector that is perpendicular to a given object. For example, the normal line to a plane curve at a given point is the (infinite) line perpendicular to the tangent line to the curve at t ...
derivative In mathematics, the derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value). Derivatives are a fundamental tool of calculus. F ...
. This is simply a consequence of the fact that u(x) must be nondecreasing as x approach x_0. The Hopf Lemma strengthens this observation by proving that, under mild assumptions on \Omega and L, we have : \frac(x_0) > 0. A precise statement of the Lemma is as follows. Suppose that \Omega is a bounded region in \mathbb^2 and let L be the operator described above. Let u be of class C^2(\Omega) \cap C^1(\overline) and satisfy the differential inequality : Lu \geq 0, \qquad \textrm~ \Omega. Let x_0 \in \partial\Omega be given so that 0\leq u(x_0) = \max_ u(x). If (i) \Omega is C^2 at x_0, and (ii) c \leq 0, then either u is a constant, or \frac(x_0) > 0, where \nu is the outward pointing unit normal, as above. The above result can be generalized in several respects. The regularity assumption on \Omega can be replaced with an interior ball condition: the lemma holds provided that there exists an open ball B \subset \Omega with x_0 \in \partial B. It is also possible to consider functions c that take positive values, provided that u(x_0) = 0. For the proof and other discussion, see the references below.


See also

*
Hopf maximum principle The Hopf maximum principle is a maximum principle in the theory of second order elliptic partial differential equations and has been described as the "classic and bedrock result" of that theory. Generalizing the maximum principle for harmonic functi ...


References

* * * *{{citation, last=Taylor, first= Michael E., authorlink=Michael E. Taylor, title= Partial differential equations I. Basic theory, edition=2nd , series= Applied Mathematical Sciences, volume= 115, publisher=Springer, year=2011, isbn=9781441970541 (The Hopf lemma is referred to as "Zaremba's principle" by Taylor.)


External links


Hayk Mikayelyan, Henrik Shahgholian Hopf's lemma for a class of singular/degenerate PDE-s

Hopf's lemma for a class of fractional singular/degenerate PDE-s

D. E. Apushkinskaya, A. I. Nazarov A counterexample to the Hopf-Oleinik lemma (elliptic case)
Partial differential equations Mathematical principles