MHB Problem of the Week #108 - June 23rd, 2014

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The discussion centers on proving that a bounded sequence in the space \( \ell^p \) converges weakly if and only if it converges pointwise. It establishes that weak convergence implies boundedness and that the limit of functionals applied to the sequence equals the limit of the functional applied to the limit point. The proof involves showing that if the sequence is bounded and satisfies the condition for all functionals in a dense subset, then it converges weakly. The argument is completed by demonstrating that the convergence of functionals leads to pointwise convergence of the sequence. This establishes a fundamental relationship between weak and pointwise convergence in normed spaces.
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Here's this week's problem!

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Problem
: For $1\leq p < \infty$, show that a bounded sequence in $\ell^p$ converges weakly if and only if it converges pointwise.

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Remember to read the http://www.mathhelpboards.com/showthread.php?772-Problem-of-the-Week-%28POTW%29-Procedure-and-Guidelines to find out how to http://www.mathhelpboards.com/forms.php?do=form&fid=2!
 
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No one answered last week's problem. You can find the solution below.

[sp]We will prove a more general result.

Let $E$ be a normed space. Let $\{x_n:n\in\mathbb{N}\}\subset E$ and $x\in E$, then TFAE:
  • $\{x_n:n\in\mathbb{N}\}$ weakly converges to $x\in E$.
  • $\{x_n:n\in\mathbb{N}\}$ is bounded and for all $S\subset E^{\ast}$ such that $\mathrm{cl}(\mathrm{span}\,S)=E^{\ast}$ holds, $\displaystyle\lim_{n\to\infty} f(x_n) = f(x)$ for all $f\in S$.

Proof: Assume $\{x_n:n\in\mathbb{N}\}$ weakly converges to $x$. Then it is well known that $\{x_n:n\in\mathbb{N}\}$ is bounded. Moreover for all $f\in X^{\ast}$ we know that $\displaystyle\lim_{n\to\infty} f(x_n) = f(x)$. Hence for all $S\subset X^{\ast}$ such that $\mathrm{cl}(\mathrm{span}\,S)=X^{\ast}$, we have $\displaystyle\lim_{n\to\infty} f(x_n)=f(x)$ for all $f\in S$.

Assume that $\{x_n:n\in\mathbb{N}\}$ is bounded by some constant $M>0$ and for all $S\subset X^{\ast}$ such that $\mathrm{cl}(\mathrm{span}\,S)=X^{\ast}$ holds, $\displaystyle\lim_{n\to\infty}f(x_n)=f(x)$ for all $f\in S$. Take arbitrary $g\in\mathrm{span}\,S$, then $g=\displaystyle\sum_{k=1}^m\alpha_kf_k$. Then it is easy to check that $\displaystyle\lim_{n\to\infty} g(x_n)=g(x)$. So for all $g\in\mathrm{span}\,S$ we have $\displaystyle\lim_{n\to\infty}g(x_n)=g(x)$. Now take arbitrary $g\in X^{\ast}=\mathrm{cl}(\mathrm{span}\,S)$, then $g=\displaystyle\lim_{k\to\infty}g_k$ for some $\{g_k:k\in\mathbb{N}\}\subset\mathrm{span}\,S$. Fix arbitrary $\varepsilon>0$. Since $g=\displaystyle\lim_{k\to\infty}g_k$, then there exist $K\in \mathbb{N}$ such that $\|g−g_k\|\leq\varepsilon$ for all $k>K$. Then
\[\begin{aligned}
|g(x_n)-g(x)|
&\leq|g(x_n)-g_k(x_n)|+|g_k(x_n)-g_k(x)|+|g_k(x)-g(x)|\\
&\leq\| g-g_k\|\| x_n\|+|g_k(x_n)-g_k(x)|+\| g_k-g\|\| x\|\\
&\leq\varepsilon M+|g_k(x_n)-g_k(x)|+\varepsilon\| x\|
\end{aligned}\]Let's take a limit $n\to\infty$ in this inequality, then
\[\limsup\limits_{n\to\infty}|g(x_n)-g(x)|\leq\varepsilon M+\lim\limits_{n\to\infty}|g_k(x_n)-g_k(x)|+\varepsilon\| x\|\]
Since $g_k\in\mathrm{span}\,S$, then $\displaystyle lim_{n\to\infty}|g_k(x_n)−g_k(x)|=0$ and we get
\[\limsup\limits_{n\to\infty}|g(x_n)-g(x)|\leq\varepsilon M+\varepsilon\| x\|\]
Since $\varepsilon>0$ is arbitrary we conclude $\displaystyle \limsup_{n\to\infty}|g(x_n)−g(x)|=0$. This is equivalent to $\displaystyle\lim_{n\to\infty}|g(x_n)−g(x)|=0$ i.e. $\displaystyle\lim_{n\to\infty}g(x_n)=g(x)$. Since $g\in X^{\ast}$ is arbitrary, then $\{x_n:n\in\mathbb{N}\}$ weakly converges to $x$.$\hspace{.25in}\blacksquare$[/sp]
 

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