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Weak Convergence in Sobolev Spaces


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Suppose ΩRn and donote W1,p:=W1,p(Ω) be the sobolev space for some 1<p<+. Recall that fiW1,p convergent weakly to fW1,p, if for any ϕ in the dual space of W1,p, we have fi,ϕf,ϕ, denote as fif. This is distinguished by strongly convergence, as we use the dual normal instead of W1,p normal.

Proposition 1. If fif in W1,p, then fif in Lp.


Proof . Since W1,p is a Banach space, and fif, then fi is uniformly bounded in W1,p by Banach-Steinhaus Theorem. Since W1,p is compactly embedding into Lp, we have, by passing to subsequence, fig in Lp for some gLp.
For any ϕC0, define a Tϕ as
Tϕ(f):=Ωfϕ,fW1,p,
then Tϕ(W1,p), i.e., in the dual space of W1,p. Thus, by weakly convergence, we have
Tϕ(fi)Tϕ(f)ΩfiϕΩfϕ.
On the other hand, fig strongly in Lp, thus by Holder inequality, we have
ΩfiϕΩgϕ.
In conclusion, we have
Ωfϕ=Ωgϕ,
and we finish the argument by the density of C0 in Lp.

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