# Weak Convergence in Sobolev Spaces

Vanabel/ 11月 12, 2013/ 数学笔记/ 0 comments

Suppose $\Omega\subset\R^n$ and donote $W^{1,p}:=W^{1,p}(\Omega)$ be the sobolev space for some $1< p< +\infty$. Recall that $f_i\in W^{1,p}$ convergent weakly to $f\in W^{1,p}$, if for any $\phi$ in the dual space of $W^{1,p}$, we have $\inner{f_i,\phi}\to\inner{f,\phi}$, denote as $f_i\weakto f$. This is distinguished by strongly convergence, as we use the dual normal instead of $W^{1,p}$ normal.

For any $\phi\in C_0^\infty$, define a $T_\phi$ as
$$T_\phi(f):=\int_\Omega f\phi,\quad\forall f\in W^{1,p},$$
then $T_\phi\in (W^{1,p})’$, i.e., in the dual space of $W^{1,p}$. Thus, by weakly convergence, we have
$$T_\phi(f_i)\to T_\phi(f)\Longleftrightarrow \int_\Omega f_i\phi\to\int_\Omega f\phi.$$
On the other hand, $f_i\to g$ strongly in $L^p$, thus by Holder inequality, we have
$$\int_\Omega f_i\phi\to\int_\Omega g\phi.$$
In conclusion, we have
$$\int_\Omega f\phi=\int_\Omega g\phi,$$
and we finish the argument by the density of $C_0^\infty$ in $L^p$.