More on the Burgers’ equation! The process of discretization
mentioned earlier works at the interior points in the grid. However, at the
boundaries, the as-presented format fails to perform a numerical approximation.
Revisiting the discretized form,
The highlighted term in the above representation clearly
does not work at i=1, since the term u(i-1) does not exist! To avoid this
contradiction, the forward difference formulation is used at i=1, while the backward
difference is used at i=N.
The forward difference formulation becomes
And the backward difference formulation becomes
The above reformulations facilitate a complete ODE
representation of the Burgers’ PDE. From a computational perspective, however,
one is better off treating the boundaries as algebraic representations with the
actual values for the independent variable as opposed to the discrete
formulations mentioned above. Where these forward and backward representations
come in handy is when boundary conditions themselves are a partial differential
equation. A good example is adiabatic boundary conditions for the heat
equation.
No comments:
Post a Comment