del2 (MATLAB Functions)

Discrete Laplacian

Syntax

L = del2(U)
L = del2(U,h)
L = del2(U,hx,hy)
L = del2(U,hx,hy,hz,...)

Definition

If the matrix U is regarded as a function evaluated at the point on a square grid, then 4*del2(U) is a finite difference approximation of Laplace's differential operator applied to , that is:

where:

in the interior. On the edges, the same formula is applied to a cubic extrapolation.

For functions of more variables , del2(U) is an approximation,

where is the number of variables in .

Description

L = del2(U) where U is a rectangular array is a discrete approximation of

The matrix L is the same size as U with each element equal to the difference between an element of U and the average of its four neighbors.

-L = del2(U) when U is an multidimensional array, returns an approximation of

where is ndims(u).

L = del2(U,h) where H is a scalar uses H as the spacing between points in each direction (h=1 by default).

L = del2(U,hx,hy) when U is a rectangular array, uses the spacing specified by hx and hy. If hx is a scalar, it gives the spacing between points in the x-direction. If hx is a vector, it must be of length size(u,2) and specifies the x-coordinates of the points. Similarly, if hy is a scalar, it gives the spacing between points in the y-direction. If hy is a vector, it must be of length size(u,1) and specifies the y-coordinates of the points.

L = del2(U,hx,hy,hz,...) where U is multidimensional uses the spacing given by hx, hy, hz, ...

Examples

The function

has

For this function, 4*del2(U) is also 4.

[x,y] = meshgrid(-4:4,-3:3);
U = x.*x+y.*y  
U =
    25     18     13     10      9     10     13     18     25
    20     13      8      5      4      5      8     13     20
    17     10      5      2      1      2      5     10     17
    16      9      4      1      0      1      4      9     16
    17     10      5      2      1      2      5     10     17
    20     13      8      5      4      5      8     13     20
    25     18     13     10      9     10     13     18     25

V = 4*del2(U)
V =
     4      4      4      4      4      4      4      4      4
     4      4      4      4      4      4      4      4      4
     4      4      4      4      4      4      4      4      4
     4      4      4      4      4      4      4      4      4
     4      4      4      4      4      4      4      4      4
     4      4      4      4      4      4      4      4      4
     4      4      4      4      4      4      4      4      4

See Also

diff, gradient

deconv delaunay