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 equations 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,
...
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 r ...
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
:
in an
open domain
Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP), which is concerned with building systems that automatically answer questions posed by humans in a natural la ...
(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 or a sesquilinear form may be naturally associated, which is positive-definite. See, in particular:
* Positive-definite bilinear form
* Positive-definite ...
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 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
Courant may refer to:
* '' Hexham Courant'', a weekly newspaper in Northumberland, England
* ''The New-England Courant'', an American newspaper, founded in Boston in 1721
* ''Hartford Courant'', a newspaper in the United States, founded in 1764
*C ...
and
Hilbert's ''
Methoden der mathematischen Physik''. 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 pro ...
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.
T ...
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 Ω has the
interior sphere property (for example, if Ω has a smooth boundary), slightly more can be said. If in addition to the assumptions above,
and ''u'' takes a maximum value ''M'' at a point ''x''
0 in
, then for any outward direction ν at ''x''
0, there holds
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