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Partial Differential Equations/The Malgrange-Ehrenpreis theorem
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Vandermonde's matrix
0 100% #FFFFFF Definition 10.1:
Let and let . Then the Vandermonde matrix associated to is defined to be the matrix
.
For pairwise different (i. e. for ) matrix is invertible, as the following theorem proves:
0 100% #FFFFFF Theorem 10.2:
Let be the Vandermonde matrix associated to the pairwise different points . Then the matrix whose -th entry is given by
is the inverse matrix of .
Proof:
We prove that , where is the identity matrix.
Let . We first note that, by direct multiplication,
.
Therefore, if is the -th entry of the matrix , then by the definition of matrix multiplication
.
The Malgrange-Ehrenpreis theorem
0 100% #FFFFFF Lemma 10.3:
Let be pairwise different. The solution to the equation
is given by
, .
Proof:
We multiply both sides of the equation by on the left, where is as in theorem 10.2, and since is the inverse of
,
we end up with the equation
.
Calculating the last expression directly leads to the desired formula.
Exercises
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