Hopf Maximum Principle
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The Hopf maximum principle is a
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 ...
in the theory of second order
elliptic partial differential equation In mathematics, an elliptic partial differential equation is a type of partial differential equation (PDE). In mathematical modeling, elliptic PDEs are frequently used to model steady states, unlike parabolic PDE and hyperbolic PDE which gene ...
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\colon U \to \mathbb R, where is an open subset of that satisfies Laplace's equation, that i ...
s which was already known to
Gauss Johann Carl Friedrich Gauss (; ; ; 30 April 177723 February 1855) was a German mathematician, astronomer, Geodesy, geodesist, and physicist, who contributed to many fields in mathematics and science. He was director of the Göttingen Observat ...
in 1839,
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 ...
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 maximum and minimum of a function (mathematics), function are, respectively, the greatest and least value taken by the function. Known generically as extremum, they may be defined either within a given Interval (ma ...
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 Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP) that is concerned with building systems that automatically answer questions that are posed by humans in a ...
(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 ...
''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 In mathematics, a bilinear form is a bilinear map on a vector space (the elements of which are called '' vectors'') over a field ''K'' (the elements of w ...
in Ω and the coefficients ''a''''ij'', ''b''''i'' are locally bounded. 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 operators ''L''. In particular, this is the point of view taken by Courant and Hilbert's ''
Methoden der mathematischen Physik ''Methoden der mathematischen Physik'' (translated into English with the title 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 co ...
''. 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 asks for 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 problem can be solved ...
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 l ...
.


Boundary behaviour

If the domain \Omega has the interior sphere property (for example, if \Omega 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\equiv 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