P-Laplacian Explained
In mathematics, the p-Laplacian, or the p-Laplace operator, is a quasilinear elliptic partial differential operator of 2nd order. It is a nonlinear generalization of the Laplace operator, where
is allowed to range over
. It is written as
\Deltapu:=\nabla ⋅ (|\nablau|p-2\nablau).
Where the
is defined as
|\nablau|p-2=\left[style\left(
\right)2+ … +\left(
\right)2
In the special case when
, this operator reduces to the usual
Laplacian.
[1] In general solutions of equations involving the
p-Laplacian do not have second order derivatives in classical sense, thus solutions to these equations have to be understood as
weak solutions. For example, we say that a function
u belonging to the
Sobolev space
is a weak solution of
if for every test function
we have
\int\Omega|\nablau|p-2\nablau ⋅ \nabla\varphidx=0
where
denotes the standard
scalar product.
Energy formulation
The weak solution of the p-Laplace equation with Dirichlet boundary conditions
\begin{cases}
-\Deltapu=f&in\Omega\\
u=g&on\partial\Omega
\end{cases}
in a domain
is the minimizer of the
energy functionalJ(u)=
\int\Omega|\nablau|pdx-\int\Omegafudx
satisfying the boundary conditions in the
trace sense.
[1] In the particular case
and
is a ball of radius 1, the weak solution of the problem above can be explicitly computed and is given by
where
is a suitable constant depending on the dimension
and on
only. Observe that for
the solution is not twice
differentiable in classical sense.
See also
Sources
- Evans . Lawrence C. . Lawrence C. Evans . A New Proof of Local
Regularity for Solutions of Certain Degenerate Elliptic P.D.E. . . 45 . 356–373 . 1982. 672713 . 10.1016/0022-0396(82)90033-x. free .
- Lewis . John L. . Capacitary functions in convex rings . . 66 . 201–224 . 1977. 3 . 0477094 . 10.1007/bf00250671. 1977ArRMA..66..201L . 120469946 .
Further reading
Notes and References
- Evans, pp 356.