Hopf Lemma
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In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, 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 German mathematician and astronomer, one of the founding fathers of ergodic theory and a pioneer of bifurcation the ...
, states that if a
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous ...
real-valued function in a
domain A domain is a geographic area controlled by a single person or organization. Domain may also refer to: Law and human geography * Demesne, in English common law and other Medieval European contexts, lands directly managed by their holder rather ...
in
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
with sufficiently smooth boundary is
harmonic In physics, acoustics, and telecommunications, a harmonic is a sinusoidal wave with a frequency that is a positive integer multiple of the ''fundamental frequency'' of a periodic signal. The fundamental frequency is also called the ''1st har ...
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
directional derivative In multivariable calculus, the directional derivative measures the rate at which a function changes in a particular direction at a given point. The directional derivative of a multivariable differentiable (scalar) function along a given vect ...
of the function in the direction of the outward pointing
normal Normal(s) or The Normal(s) may refer to: Film and television * ''Normal'' (2003 film), starring Jessica Lange and Tom Wilkinson * ''Normal'' (2007 film), starring Carrie-Anne Moss, Kevin Zegers, Callum Keith Rennie, and Andrew Airlie * ''Norma ...
is strictly positive. The lemma is an important tool in the proof of the
maximum principle In the mathematical fields of differential equations and geometric analysis, the maximum principle is one of the most useful and best known tools of study. Solutions of a differential inequality in a domain ''D'' satisfy the maximum principle i ...
and in the theory of
partial differential equation In mathematics, a partial differential equation (PDE) is an equation which involves a multivariable function and one or more of its partial derivatives. The function is often thought of as an "unknown" that solves the equation, similar to ho ...
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 In mathematics, the Laplace operator or Laplacian is a differential operator given by the divergence of the gradient of a scalar function on Euclidean space. It is usually denoted by the symbols \nabla\cdot\nabla, \nabla^2 (where \nabla is th ...
, 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 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 In physics, acoustics, and telecommunications, a harmonic is a sinusoidal wave with a frequency that is a positive integer multiple of the ''fundamental frequency'' of a periodic signal. The fundamental frequency is also called the ''1st har ...
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 multivariable calculus, the directional derivative measures the rate at which a function changes in a particular direction at a given point. The directional derivative of a multivariable differentiable (scalar) function along a given vect ...
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 im ...
of the form : Lu = a_(x)\frac + b_i(x) \frac + c(x)u, \qquad x \in \Omega. In particular, the smallest eigenvalue of the real symmetric matrix a_(x) is bounded from below by a positive constant that is independent of x . Here \Omega is an open, bounded subset of \mathbb^n and one assumes that c \leq 0 . 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 derivative. 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