SG2

Pluribiharmonic Functions

Home
Up
Pluribiharmonic Functions
Splines
Decomposition
Finite Element Method
Green's Function
Poisson Kernel
Differential Operators
Eigenvalues

As shown in the Products paper, the harmonic functions for the product of two Sierpinski Gaskets is quite complicated, and infinite-dimensional. On the other hand, the pluriharmonic and the pluribiharmonic functions provide a much smaller dimensional function space that is a subspace of the harmonic that we will later use in the making of splines. A pluriharmonic function is a function that is harmonic in each factor seperately; ie, a function u is pluriharmonic if u = 0 and D¢¢u = 0. On the unit square, the space of pluriharmonic functions consist of the product of two lines in each direction, and we know them more commonly as planes.

In this section, we develop a certain basis for the PBH functions on the product of two Sierpinski Gaskets. As in the case of the unit interval and the Sierpinski Gasket, there is a very natural or ``easy" basis of the biharmonic elements. The basis for the harmonic elements, H0, on the unit interval are simply the functions annihilated by the D, 1 and x. The biharmonic basis consists of the functions that are annihilated by D2: 1, x, x2, and x3. The situation for the Sierpinski gasket is similarly simple. We first define a class of functions, fnkl such that

Dm fnkl = dn,k dl,m

The harmonic functions,H0 will be linear combinations of fnk0. The n-harmonic functions, Hn will be a linear combination of fnkl for 0 £ l £ n. The pluri-n-harmonic functions will consist simply of Hn ÄHn. The easy basis is very easily determined, but not very easy to work with using splines. In the case of the biharmonic spline, we want to be able to control the normal derivative, not the Laplacian. By matching the normal derivatives where the piecewise PBH function meet up, we are able to guarantee an additional level of smoothness. In the Splines paper, the ``better" basis is derived for the Sierpinski Gasket. They are uniquely determined by the following (refer to the paper for an explicit formula for them):

 
f¢1k=dk,m,
g1k¢ = 0
n¢f1k¢(vm)=0,
n¢f1k¢(vm)=dk,m
 

For a product, there basis of H1 ÄH1 has N2 elements, yet for each boundary value, we only want to describe f(x), n¢f(x), and n¢¢f(x) - calling for only 3N basis functions. To be able to compute the normal derivative in one factor, we only need a harmonic function in the other, so we can use H1 ÄH0 and H0 ÄH1. The resulting basis functions will be a product of two harmonic functions, or a harmonic function in one factor and a biharmonic in the other. For the unit square, this would amount to the product of two linear functions, or a cubic function and a linear one. The 3N = 27 functions that form the better basis of the PBH functions on the Sierpinski gasket are as follows:

 
fn(vk) = dn,k
gn(vk) = 0
hn (vk) = 0
n¢ fn(vk) = 0
n¢ gn (vk) = dn,k
n¢ hn (vk) = 0
n¢¢ fn(vk) = 0
n¢¢ gn (vk) = 0
n¢¢ hn (vk) = dn,k
 

These functions must be a linear combination of elements of H0 ÄH0, H1 ÄH0, and H0ÄH1. We must have (note k = k¢k¢¢)


 

  ì
ï
ï
ï
í
ï
ï
ï
î
fk¢k¢¢ = f0k¢¢ f0k¢¢¢¢ + N
å
l=1 
bkl f0k¢ gk¢¢¢¢ + N
å
l=1 
ck,l gk¢¢ f0k¢¢¢¢
gk¢k¢¢ = gk¢¢ f0k¢¢¢¢
hk¢k¢¢ = f0k¢¢ gk¢¢¢¢
 

Notice that we do not use the products of the better basis for f in SG2- f in the better basis of SG is in H1, so f¢ f¢¢ would be an element of H1 ÄH1, which we do not want. This set of equations give the correct values for the function on the boundary, and to verify the correct normal derivatives. Taking the normal derivative in both directions, we get

  ì
ï
í
ï
î
0 = n¢ fk(vm¢m¢¢) = n¢ f0k¢¢(vm¢) f0k¢¢¢¢(vm¢¢) + N
å
l=1 
ckl n¢gk¢¢(vm¢) f0k¢¢¢(vm¢¢)
0 = n¢¢ fk(vm¢m¢¢) = f0k¢¢(vm¢) n¢¢ f0k¢¢¢(vm¢¢) + N
å
l=1 
bkl f0k¢(vm¢) n¢¢gk¢¢¢¢(vm¢¢)
 

Notice that n f0k(vm) and n gk(vm) are given explicitly in the Spline's paper as -Hmk and dm,k, respectively. This is a system of 2N2 equations in 2N2 variables. We think that it is reasonable to believe that, since both H and I are invertible, that this set of equations will be solvable. However, no proof is attempted here. The equations are solvable in the case of the SG2, and are given below.

B = é
ê
ê
ê
ê
ê
ê
ê
ê
ê
ê
ê
ê
ë
2
-1
-1
0
0
0
0
0
0
-1
2
-1
0
0
0
0
0
0
-1
-1
2
0
0
0
0
0
0
0
0
0
2
-1
-1
0
0
0
0
0
0
-1
2
-1
0
0
0
0
0
0
-1
-1
2
0
0
0
0
0
0
0
0
0
2
-1
-1
0
0
0
0
0
0
-1
2
-1
0
0
0
0
0
0
-1
-1
2
ù
ú
ú
ú
ú
ú
ú
ú
ú
ú
ú
ú
ú
û
 
C = é
ê
ê
ê
ê
ê
ê
ê
ê
ê
ê
ê
ê
ë
2
0
0
-1
0
0
-1
0
0
0
2
0
0
-1
0
0
-1
0
0
0
2
0
0
- 1
0
0
-1
-1
0
0
2
0
0
-1
0
0
0
- 1
0
0
2
0
0
-1
0
0
0
-1
0
0
2
0
0
-1
-1
0
0
-1
0
0
2
0
0
0
-1
0
0
-1
0
0
2
0
0
0
-1
0
0
-1
0
0
2
ù
ú
ú
ú
ú
ú
ú
ú
ú
ú
ú
ú
ú
û