# Laplacian

(Difference between revisions)
 Revision as of 06:27, 13 September 2005 (view source)Praveen (Talk | contribs)← Older edit Revision as of 04:27, 14 September 2005 (view source)Praveen (Talk | contribs) Newer edit → Line 5: Line 5: [/itex] [/itex] - It is an important differential operator which occurs in many equations of mathematical physics and is usually associated with dissipative effects. Some of the important equations are + It is an important differential operator which occurs in many equations of mathematical physics and is usually associated with dissipative effects (except in the case of [[wave equation]]). Some of the important equations are - * Laplace equation + * [[Laplace equation]] :$:[itex] Line 13: Line 13:$ [/itex] - * Poisson equation + * [[Poisson equation]] :$:[itex] - \Delta u = f + -\Delta u = f$ [/itex] + * [[Heat equation]] + + :$+ \frac{\partial u}{\partial t} - \Delta u = 0 +$ + + * [[Wave equation]] + + :$+ \frac{\partial^2 u}{\partial t^2} - \Delta u = 0 +$ Solutions of these equations are very smooth and in most cases are infinitely differentiable (when the associated data of the problem are sufficiently smooth). Solutions of these equations are very smooth and in most cases are infinitely differentiable (when the associated data of the problem are sufficiently smooth). - The Laplacian operator is invariant under coordinate rotation. + Folland (see reference below) explains the ubiquitous appearance of the Laplacian. + + ''Why is it so ubiquitous ? The answer, which we shall prove, is that it commutes with translations and rotations and generates the ring of all differential operators with this property. Hence, the Laplacian is likely to turn up in the description of any physical process whose underlying physics is homogeneous (independent of position) and isotropic (independent of direction).'' + + Moreover it can shown that any linear operator which commutes with translations and rotations must be a polynomial in $\Delta$, i.e., it must be of the form $\sum_j a_j \Delta^j$ where the $a_j$ are constants (see Folland). + + The Laplacian operator is invariant under coordinate translation and rotation. The Laplace operator is also denoted as $\nabla^2$ since it is the divergence of the gradient operator The Laplace operator is also denoted as $\nabla^2$ since it is the divergence of the gradient operator Line 47: Line 64: \frac{1}{r^2 \sin^2\theta} \frac{\partial^2 u}{\partial \phi^2} \frac{1}{r^2 \sin^2\theta} \frac{\partial^2 u}{\partial \phi^2} [/itex] [/itex] + + == References == + + * Gerald B. Folland, ''Introduction to partial differential equations'', Princeton University Press, 1995.

## Revision as of 04:27, 14 September 2005

The n-dimensional Laplacian operator in Cartesian coordinates is defined by

$\Delta u = \sum_{i=1}^n \frac{\partial^2 u}{\partial x_i^2}$

It is an important differential operator which occurs in many equations of mathematical physics and is usually associated with dissipative effects (except in the case of wave equation). Some of the important equations are

$\Delta u = 0$
$-\Delta u = f$
$\frac{\partial u}{\partial t} - \Delta u = 0$
$\frac{\partial^2 u}{\partial t^2} - \Delta u = 0$

Solutions of these equations are very smooth and in most cases are infinitely differentiable (when the associated data of the problem are sufficiently smooth).

Folland (see reference below) explains the ubiquitous appearance of the Laplacian.

Why is it so ubiquitous ? The answer, which we shall prove, is that it commutes with translations and rotations and generates the ring of all differential operators with this property. Hence, the Laplacian is likely to turn up in the description of any physical process whose underlying physics is homogeneous (independent of position) and isotropic (independent of direction).

Moreover it can shown that any linear operator which commutes with translations and rotations must be a polynomial in $\Delta$, i.e., it must be of the form $\sum_j a_j \Delta^j$ where the $a_j$ are constants (see Folland).

The Laplacian operator is invariant under coordinate translation and rotation.

The Laplace operator is also denoted as $\nabla^2$ since it is the divergence of the gradient operator

$\Delta = \nabla^2 = \nabla \cdot \nabla$

## Laplacian in cylindrical coordinates

If $(x,r,\phi)$ are cylindrical coordinates, then the Laplacian of a scalar field variable $u$ is

$\Delta u = \frac{\partial^2 u}{\partial x^2} + \frac{1}{r} \frac{\partial}{\partial r} \left( r \frac{\partial u}{\partial r} \right) + \frac{1}{r^2} \frac{\partial^2 u}{\partial \phi^2}$

## Laplacian in spherical coordinates

If $(r,\theta,\phi)$ are spherical coordinates, then the Laplacian of a scalar field variable $u$ is

$\Delta u = \frac{1}{r^2} \frac{\partial}{\partial r} \left( r^2 \frac{\partial u}{\partial r} \right) + \frac{1}{r^2 \sin\theta} \frac{\partial}{\partial \theta} \left( \sin\theta \frac{\partial u}{\partial \theta} \right) + \frac{1}{r^2 \sin^2\theta} \frac{\partial^2 u}{\partial \phi^2}$

## References

• Gerald B. Folland, Introduction to partial differential equations, Princeton University Press, 1995.