SG2

Finite Element Method

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We utilize the finite element method to solve equations of the form
 
-Du + q u = f
u ||V0 = 0
 
(1)

This is accomplished by approximating u in (1) in terms of a finite basis, a spline basis. To derive the formula for the FEM, we first multiply the equation by an element of dom(E), and integrate:

- ó
õ


SG2 
Du v dm+ ó
õ


SG2 
q u v dm = ó
õ


SG2
f v dm
(2)

Notice that SG2 Du v dm = E(u,v) by the weak definition of the Laplacian. We approximate u by its projection into the spline space, and can represent it as a sum in terms of the spline basis: u = åf Î S1 cf f. Further, we can also require v to be in S1 instead of just dom(E), so our equations become:

 
å
k 
 
å
l 
ck,l E(fk, fl) +
å
k 
 
å
l 
  ó
õ


SG2 
q fk fl =
å
k
  ó
õ
f fk
(3)

where each fi is a basis element of S1.