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N d , we consider the family of
Now, with the multi-index l ¼ ( l 1 ,
...
, l d )
standard regular grids
N d
Ω l , l
ð 7
:
9 Þ
2 l 1
. That is,
2 l d
on
Ω l is equidis-
tant with respect to each coordinate direction, but, in general, has different mesh
sizes in the different coordinate directions. The grid points contained in a grid
Ω
with mesh size h l
:¼ j l 1 ; ...;
j l d
; ...;
Ω l are
the points
x l , j
:¼ x l 1 , j ; ...;
x l d
ð 7
:
10 Þ
. On each grid
Þ :¼ 2 l 1
2 l d
with h l
:¼ h l 1 ; ...;
ð
h l d
; ...;
Ω l , we define the space V 1
of piecewise d -linear functions
n
o
,2 l t , t ¼ 1,
V l
span
ϕ 1 , j , j t ¼ 0,
...
...
, d
ð 7
:
11 Þ
which is spanned by the usual d -dimensional piecewise d -linear hat functions
ϕ 1 , j ðÞ:¼ Y
d
1 ϕ l t , j t
xðÞ:
ð 7
:
12 Þ
Here, the one-dimensional functions
ϕ l t , j t
xðÞ with support x l t , j t h l t , x l t , j t þ h l t
¼
ð Þh l ½ (e.g., restricted to [0,1]) can be created from a unique
one-dimensional mother function
ð
j t 1
Þh l t ,
j t þ 1
ϕ
( x )
1 jj x
1, 1 ,
½
ϕ
ðÞ:¼
ð 7
:
13 Þ
0
otherwise
by dilatation and translation, i.e.,
x t j t
h l t
ϕ l t , j t
xðÞ:¼ ϕ
:
ð 7
:
14 Þ
h l t
N d indicates
the level of a grid or a space or a function, respectively, whereas the multi-index
j
In the previous definition and in the following, the multi-index l
N d denotes the location of a given grid point x l,j or of the respective basis
function ϕ 1,j (x), respectively.
Now, we can define the difference spaces
[
d
W 1 ¼ V 1 =
V 1 e t ,
ð 7
:
15 Þ
1
where e 1 denotes the t th unit vector. To complete this definition, we formally set
V 1 ¼ 0if l t ¼ 1 for at least one t
{1,
...
, d }. In other words, W 1 consists of
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