1.1.2 Hilbert spaces
The proper setting for the rigorous theory of partial
differential equation turns out to be the most important function space in
modern physics and modern analysis, known as Hilbert spaces. Then, we must give
some important results on these spaces here.
Definition 1.1.8 A Hilbert space H is a vectorial space supplied
with inner product (u,v) such that Jkuk = (u, u) is the norm which let H
complete.
Theorem 1.1.2 ([42], Theorem 1.1.1)
Let (un)mEN is a bounded sequence in the Hilbert space
H, then it possess a subsequence which converges in the weak topology of H.
Theorem 1.1.3 ([42], Theorem 1.1.2)
In the Hilbert space, all sequence which converges in the weak
topology is bounded.
Theorem 1.1.4 ([42], Corollary 1.1.1)
Let (un)mEN be a sequence which converges to u, in the
weak topology and (vfl)mEN is an other sequence which converge
weakly to v, then
lim
Th-400
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(vn,un) = (v,u). (1.5)
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Theorem 1.1.5 ([42], Theorem 1.1.3)
Let X be a normed space, then the unit ball
{ }
B' = i 2 X' : klk < 1 , (1.6)
of X' is compact in a (X', X).
Proposition 1.1.4 ([42], Proposition 1.1.1)
Let X and Y be two Hilbert spaces, let (un)nEN E X be
a sequence which converges weakly to u E X, let A E £(X, Y ). Then, the
sequence (A (un))nEN converges to A(u) in the weak
topology of Y.
Proof. For all u E X, the function
u i-- (A(u), v)
is linear and continuous, because
1(A(u), v)1 < IIAII,c(x, IT) IIuIIX
IIvIII , Vu E X, v E Y. So, according to Riesz theorem, there exists
w E X such that
(A(u), v) = (u, w), Vu E X.
Then,
lim
n-->o
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(A (un) , v) = lim
n-->o
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(um, w)
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= (u, w) = (A(u), v). (1.7)
This completes the proof.
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