Harnack's Inequality
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In mathematics, Harnack's inequality is an inequality relating the values of a positive
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 ...
at two points, introduced by . Harnack's inequality is used to prove Harnack's theorem about the convergence of sequences of harmonic functions. , and generalized Harnack's inequality to solutions of elliptic or parabolic
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. Such results can be used to show the interior regularity of
weak solution In mathematics, a weak solution (also called a generalized solution) to an ordinary or partial differential equation is a function for which the derivatives may not all exist but which is nonetheless deemed to satisfy the equation in some prec ...
s. Perelman's solution of the
Poincaré conjecture In the mathematical field of geometric topology, the Poincaré conjecture (, , ) is a theorem about the characterization of the 3-sphere, which is the hypersphere that bounds the unit ball in four-dimensional space. Originally conjectured b ...
uses a version of the Harnack inequality, found by , for the
Ricci flow In differential geometry and geometric analysis, the Ricci flow ( , ), sometimes also referred to as Hamilton's Ricci flow, is a certain partial differential equation for a Riemannian metric. It is often said to be analogous to the diffusion o ...
.


The statement

Harnack's inequality applies to a non-negative function ''f'' defined on a closed ball in R''n'' with radius ''R'' and centre ''x''0. It states that, if ''f'' is continuous on the closed ball 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 its interior, then for every point ''x'' with , ''x'' − ''x''0,  = ''r'' < ''R'', : \frac f(x_0)\le f(x) \le f(x_0). In the plane R2 (''n'' = 2) the inequality can be written: : f(x_0)\le f(x)\le f(x_0). For general domains \Omega in \mathbf^n the inequality can be stated as follows: If \omega is a bounded domain with \bar \subset \Omega, then there is a constant C such that : \sup_ u(x) \le C \inf_ u(x) for every twice differentiable, harmonic and nonnegative function u(x). The constant C is independent of u; it depends only on the domains \Omega and \omega.


Proof of Harnack's inequality in a ball

By Poisson's formula : f(x) = \frac 1 \int_ \frac \cdot f(y) \, dy, where ''ω''''n'' − 1 is the area of the unit sphere in R''n'' and ''r'' = , ''x'' − ''x''0, . Since : R-r \le , x-y, \le R+r, the kernel in the integrand satisfies : \frac \le \frac\le \frac. Harnack's inequality follows by substituting this inequality in the above integral and using the fact that the average of a harmonic function over a sphere equals its value at the center of the sphere: : f(x_0)= \frac 1 \int_ f(y)\, dy.


Elliptic partial differential equations

For
elliptic partial differential equations 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 gener ...
, Harnack's inequality states that the supremum of a positive solution in some connected open region is bounded by some constant times the infimum, possibly with an added term containing a functional
norm Norm, the Norm or NORM may refer to: In academic disciplines * Normativity, phenomenon of designating things as good or bad * Norm (geology), an estimate of the idealised mineral content of a rock * Norm (philosophy), a standard in normative e ...
of the data: : \sup u \le C ( \inf u + \, f\, ) The constant depends on the ellipticity of the equation and the connected open region.


Parabolic partial differential equations

There is a version of Harnack's inequality for linear parabolic PDEs such as
heat equation In mathematics and physics (more specifically thermodynamics), the heat equation is a parabolic partial differential equation. The theory of the heat equation was first developed by Joseph Fourier in 1822 for the purpose of modeling how a quanti ...
. Let \mathcal be a smooth (bounded) domain in \mathbb^n and consider the linear elliptic operator : \mathcalu=\sum_^n a_(t,x)\frac + \sum_^n b_i(t,x)\frac + c(t,x)u with smooth and bounded coefficients and a
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 ...
matrix (a_). Suppose that u(t,x)\in C^2((0,T)\times\mathcal) is a solution of : \frac-\mathcalu=0 in (0,T)\times\mathcal such that : \quad u(t,x)\ge0 \text (0,T)\times\mathcal. Let K be compactly contained in \mathcal and choose \tau\in(0,T). Then there exists a constant ''C'' > 0 (depending only on ''K'', \tau, t-\tau, and the coefficients of \mathcal) such that, for each t\in(\tau,T), : \sup_K u(t-\tau,\cdot)\le C \inf_K u(t,\cdot).


See also

* Harnack's theorem


References

* * * * * * * *Kassmann, Moritz (2007), "Harnack Inequalities: An Introduction" Boundary Value Problems 2007:081415, doi: 10.1155/2007/81415, MRbr>2291922
* * * *L. C. Evans (1998), ''Partial differential equations''. American Mathematical Society, USA. For elliptic PDEs see Theorem 5, p. 334 and for parabolic PDEs see Theorem 10, p. 370. {{Authority control Harmonic functions Inequalities (mathematics)