Application of Boundary Conditions in finite difference solution for the heat equation and Crank-Nicholson
Let's have a look at a simple example. We assume N = 3
, i.e. three inner points, but we will first also include the boundary points in the matrix D2
describing the approximate second derivatives:
1 / 1 -2 1 0 0 \
D2 = --- | 0 1 -2 1 0 |
h^2 \ 0 0 1 -2 1 /
The first line means the approximate second derivative at x_1
is 1/h^2 * (u_0 - 2*u_1 + u_2)
. We know that u_0 = 0
though, due to the homgeneous Dirichlet boundary conditions, so we can simply omit it from the equation, and e get the same result for the matrix
1 / 0 -2 1 0 0 \
D2 = --- | 0 1 -2 1 0 |
h^2 \ 0 0 1 -2 0 /
Since u_0
and u_{n+1}
are not real unknowns -- they are known to be zero -- we can completely drop them from the matrix, and we get
1 / 2 1 0 \
D2 = --- | 1 -2 1 |
h^2 \ 0 1 -2 /
The missing entries in the matrix really correspond to the fact that the boundary conditions are zero.