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The Hopf maximum principle is a
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. ...
in the theory of second order
elliptic partial differential equation Second-order linear partial differential equations (PDEs) are classified as either elliptic, hyperbolic, or parabolic. Any second-order linear PDE in two variables can be written in the form :Au_ + 2Bu_ + Cu_ + Du_x + Eu_y + Fu +G= 0,\, wher ...
s and has been described as the "classic and bedrock result" of that theory. Generalizing the maximum principle for
harmonic function In mathematics, mathematical physics and the theory of stochastic processes, a harmonic function is a twice continuously differentiable function f: U \to \mathbb R, where is an open subset of that satisfies Laplace's equation, that is, : \f ...
s which was already known to
Gauss Johann Carl Friedrich Gauss (; german: Gauß ; la, Carolus Fridericus Gauss; 30 April 177723 February 1855) was a German mathematician and physicist who made significant contributions to many fields in mathematics and science. Sometimes refer ...
in 1839,
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 ...
proved in 1927 that if a function satisfies a second order partial differential inequality of a certain kind in a domain of R''n'' and attains a
maximum In mathematical analysis, the maxima and minima (the respective plurals of maximum and minimum) of a function, known collectively as extrema (the plural of extremum), are the largest and smallest value of the function, either within a given ran ...
in the domain then the function is constant. The simple idea behind Hopf's proof, the comparison technique he introduced for this purpose, has led to an enormous range of important applications and generalizations.


Mathematical formulation

Let ''u'' = ''u''(''x''), ''x'' = (''x''1, …, ''x''''n'') be a ''C''2 function which satisfies the differential inequality : Lu = \sum_ a_(x)\frac + \sum_i b_i(x)\frac \geq 0 in an open domain (connected open subset of R''n'') Ω, where the
symmetric matrix In linear algebra, a symmetric matrix is a square matrix that is equal to its transpose. Formally, Because equal matrices have equal dimensions, only square matrices can be symmetric. The entries of a symmetric matrix are symmetric with re ...
''a''''ij'' = ''a''''ji''(''x'') is locally uniformly
positive definite In mathematics, positive definiteness is a property of any object to which a bilinear form or a sesquilinear form may be naturally associated, which is positive-definite. See, in particular: * Positive-definite bilinear form * Positive-definite f ...
in Ω and the coefficients ''a''''ij'', ''b''''i'' are locally
bounded Boundedness or bounded may refer to: Economics * Bounded rationality, the idea that human rationality in decision-making is bounded by the available information, the cognitive limitations, and the time available to make the decision * Bounded e ...
. If ''u'' takes a maximum value ''M'' in Ω then ''u'' ≡ ''M''. The coefficients ''a''''ij'', ''b''''i'' are just functions. If they are known to be continuous then it is sufficient to demand pointwise positive definiteness of ''a''''ij'' on the domain. It is usually thought that the Hopf maximum principle applies only to
linear differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and retur ...
s ''L''. In particular, this is the point of view taken by Courant and Hilbert's ''
Methoden der mathematischen Physik ''Methoden der mathematischen Physik'' (Methods of Mathematical Physics) is a 1924 book, in two volumes totalling around 1000 pages, published under the names of Richard Courant and David Hilbert. It was a comprehensive treatment of the "methods ...
''. In the later sections of his original paper, however, Hopf considered a more general situation which permits certain nonlinear operators ''L'' and, in some cases, leads to uniqueness statements in the
Dirichlet problem In mathematics, a Dirichlet problem is the problem of finding a function which solves a specified partial differential equation (PDE) in the interior of a given region that takes prescribed values on the boundary of the region. The Dirichlet probl ...
for the
mean curvature In mathematics, the mean curvature H of a surface S is an ''extrinsic'' measure of curvature that comes from differential geometry and that locally describes the curvature of an embedded surface in some ambient space such as Euclidean space. The ...
operator and the
Monge–Ampère equation In mathematics, a (real) Monge–Ampère equation is a nonlinear second-order partial differential equation of special kind. A second-order equation for the unknown function ''u'' of two variables ''x'',''y'' is of Monge–Ampère type if it is li ...
.


Boundary behaviour

If the domain Ω has the
interior sphere property Interior may refer to: Arts and media * ''Interior'' (Degas) (also known as ''The Rape''), painting by Edgar Degas * ''Interior'' (play), 1895 play by Belgian playwright Maurice Maeterlinck * ''The Interior'' (novel), by Lisa See * Interior de ...
(for example, if Ω has a smooth boundary), slightly more can be said. If in addition to the assumptions above, u\in C^1(\overline) and ''u'' takes a maximum value ''M'' at a point ''x''0 in \partial\Omega, then for any outward direction ν at ''x''0, there holds \frac(x_0)>0 unless ''u'' ≡ ''M''.


References

* . * {{citation , last1 = Pucci , first1 = Patrizia , last2 = Serrin , first2 = James , doi = 10.1016/j.jde.2003.05.001 , issue = 1 , journal = Journal of Differential Equations , mr = 2025185 , pages = 1–66 , title = The strong maximum principle revisited , volume = 196 , year = 2004, bibcode = 2004JDE...196....1P , doi-access = free . Elliptic partial differential equations Mathematical principles