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Let

  • $d\in\mathbb N$
  • $\Lambda\subseteq\mathbb R^d$ be bounded and open
  • $\mathcal D(A):=\left\{u\in H_0^1(\Lambda):\Delta u\in L^2(\Lambda)\right\}$ and $$Au:=-\Delta u\;\;\;\text{for }u\in\mathcal D(A)$$

It's easy to see that $(\mathcal D(A),A)$ is a densely-defined linear symmetric operator on $L^2(\Lambda)$. Since $\Lambda$ is bounded, $(\mathcal D(A),A)$ is positive, i.e. $$\langle u,Au\rangle_{L^2(\Lambda)}=\left\|\nabla u\right\|_{L^2(\Lambda)}^2>0\;\;\;\text{ for all }u\in\mathcal D(A)\setminus\left\{0\right\}\;,\tag 1$$ and hence invertible, i.e. there is a unique linear operator $(\mathcal R(A),A^{-1})$ with $$\mathcal R(A):=\left\{Au:u\in\mathcal D(A)\right\}$$ and $$Au=v\Leftrightarrow u=A^{-1}v\;\;\;\text{for all }u\in\mathcal D(A)\text{ and }v\in\mathcal R(A)\;.\tag 2$$

I want to show that there is an orthonormal basis $(e_n)_{n\in\mathbb N}\subseteq\mathcal D(A)$ of $L^2(\Lambda)$ with $$Ae_n=\lambda_ne_n\;\;\;\text{for all }n\in\mathbb N\tag 3$$ for some $(\lambda_n)_{n\in\mathbb N}\subseteq(0,\infty)$ with $$\lambda_{n+1}\ge\lambda_n\text{ for all }n\in\mathbb N\;.\tag 4$$

I'm not sure what the easiest way is to obtain the desired result. Maybe we should use the Hilbert-Schmidt theorem and maybe it's easier to apply it to $(\mathcal R(A),A^{-1})$ instead of $(\mathcal D(A),A)$. If that's a good idea, we need to show that the corresponding operator is compact. In that case: How can we do that?

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    It is compact because it sends bounded sets in relatively compact sets. In fact it is bounded and there is a Theorem saying that the closed unit ball in $H_0^1$ is compact in $L^2$.The proof uses Ascoli-Arzela compactness.2017-01-06
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    In your domain, you have $\Lambda$ instead of $\Delta$.2017-01-06
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    I think this is what states the Rellich–Kondrachov Theorem. Maybe you can start from here http://www4.ncsu.edu/~aalexan3/articles/rellich.pdf2017-01-06
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    If you can show that a symmetric operator $A : \mathcal{D}(A)\subseteq H\rightarrow H$ is semibounded below and has the property that there exists $f \in H$ such that $\frac{\langle Af,f\rangle}{\langle f,f\rangle}=\inf_{f\ne 0,f\in\mathcal{D}(A)}\frac{\langle Af,f\rangle}{\langle f,f\rangle}$ then $Af=\lambda f$ where $\lambda$ is that minimum.2017-01-06
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    @TrialAndError Thank you for mentioning the typo. I've corrected it.2017-01-06
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    @TrialAndError Could you further explain why this yields the desired result?2017-01-06
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    It's the same basic method used to peel off eigenvectors for a matrix. It's a primitive for dealing with compact operators as well. In some way, the arguments are going to fall back on compactness.2017-01-06
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    @TrialAndError (a) I start to remember: Your $\lambda$ is the infimum of the so-called Rayleigh quotient. At least if $\Lambda$ is a bounded domain, it's known to be positive and to be the smalles eigenvalue of $-\Delta$ in $\Lambda$. So, I guess we can iterate this procedure (taking the infimum over $\mathcal D(A)\setminus\left\{u_1\right\}$ in the next step, where $u_1$ is the eigenfunction corresponding to $\lambda$, and so on). It can be shown that the eigenfunctions are orthogonal. That's what you've intended, right? Can we do the same, if $Λ$ is just bounded and open (and not connected)?2017-01-07
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    @TrialAndError (b) In either case, I'm interested in the other Approach too. It sounds promising to use the *Rellich-Kondrachov theorem* to show compactness of $(\mathcal R(A),A^{-1})$. Do you know how we can do that?2017-01-07
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    @Maffred I've tried to use the *Rellich-Kondrachov theorem* to obtain the desired result and [asked a new question targeting this approach](http://math.stackexchange.com/questions/2087966/show-that-the-inverse-of-the-laplacian-is-compact).2017-01-07

1 Answers 1

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Define $B:D(B)\to L^2$ by $Bu=-\Delta u$, where $D(B)=H_0^1\cap H^2$.

Due to elliptic regularity, $B$ is bijective and thus it has an inverse $B^{-1}: L^2\to D(B)$.

By the Rellich Kondrachov Theorem, $\iota B^{-1}:L^2\to L^2$ is compact where $\iota$ is the inclusion from $D(B)$ to $L^2$.

As $\iota B^{-1}$ is symmetric, it follows from the Spectral Theorem (for self-adjoint compact operators) that $L^2$ has an orthonormal basis $(e_n)_{n\in\mathbb{N}}$ consisting of eigenvectors of $\iota B^{-1}$ whose corresponding eigenvalues $(\mu_n)_{n\in\mathbb N}$ satisfy $$|\mu_{n+1}|\leq|\mu_n|\neq 0,\quad\forall\ n\in\mathbb N.$$

Note that $$e_n=\frac{1}{\mu_n}\iota B^{-1}e_n=\frac{1}{\mu_n}B^{-1}e_n\in D(B),\quad\forall\ n\in\mathbb N$$ and $$\mu_n=\mu_n\langle e_n,e_n\rangle_{L^2}=\langle e_n,B^{-1}e_n\rangle_{L^2}=\langle B^{-1}e_n,BB^{-1}e_n\rangle_{L^2}\geq0,\quad \forall\ n\in\mathbb N.$$ Thus we have proven the following result.

There is an orthonormal basis $(e_n)_{n\in\mathbb N}\subset D(B)$ of $L^2$ with $$Be_n=\frac{1}{\mu_n}e_n\;\;\;\text{for all }n\in\mathbb N$$ for some $(\mu_n)_{n\in\mathbb N}\subset(0,\infty)$ with $$\mu_{n+1}\le\mu_n\text{ for all }n\in\mathbb N.$$

As $D(B)\subset D(A)$ and $A|_{D(B)}=B$, we get the desired result by taking $\lambda_n=\mu_n^{-1}$.