The finite element method belongs to the class of weighted residual methods. It is a very powerful method, yet its basic principle is simple and interesting. The differential equation governing the transport of a scalar is first written as
We then assume an approximate solution of the form
where the a's are unknown coefficients that are to be determined. For an initial value, it is clear that does not satisfy the governing PDE, therfore leaving a residual R defined as
The idea is to drive the residual to zero by performing the convolution of R with a certain weight function
By choosing a succession of weight functions, one can generate as many equations as there are unknowns (the a's) thus yielding a albegraic system of equations.
The method can be viewed as a minimization problem. In fact, most discretization methods have this concept built in which is a fundamental principle in the theory of iterative methods.
- Donea, Jean and Huerta, Antonio (2003), Finite Element Methods for Flow Problems, ISBN 0471496669, Wiley, GB.