Morey's Embedding via Campanato's Criterion

by greenturtle3141, Apr 2, 2024, 3:23 AM

Reading Difficulty: 6/5
Prerequisites: Know what a Sobolev space is

When $p > N$ we have that $W^{1,p}(\mathbb{R}^N)$ continuously embeds into $C^{0,1-N/p}(\mathbb{R}^N)$. For the sake of my fingers I'm going to drop the $(\mathbb{R}^N)$; all spaces referenced in this post are over $\mathbb{R}^N$ unless otherwise specified. Anyways, I have a hard time remembering the proof. I think the following approach is far easier to remember and more useful since it relies on a result which is useful in other areas.

The first "step" is to prove the following very cool characterization of Holder continuity. Throughout, we use the notation $\bar{u}_{x,r}$ to mean the average integral
$$\bar{u}_{x,r} := \frac{1}{\omega r^N}\int_{B(x,r)} u(y)\,dy$$where $\omega$ is the measure of the $N$-ball. We also write $A \preceq B$ to mean that there exists a constant $C$ depending only on $N$ such that $A \leq CB$. Also, to avoid writing $C'$ or $C_1$ et cetera, all unimportant "constants" hereafter are referred to as $C$.

Theorem (Campanato's Criterion): Let $\alpha > 0$, $u \in L^1_{\text{loc}}$. Then $u \in C^{0,\alpha}$ iff there exists $C_* > 0$ such that
$$\frac{1}{r^N}\int_{B(x,r)} |u(y)-\bar{u}_{x,r}|\,dy \leq C_*r^\alpha \qquad (*)$$for all $x \in \mathbb{R}^N$ and all $r > 0$.


Written plainly: A function is $\alpha$-Holder iff the $B(x,r)$-average of the deviation from the $B(x,r)$-average is controlled by $r^\alpha$.

(For a reason that we'll see in the remarks, we'll be keeping track of the $C_*$ constant, which is why it's special.)

Proof.

The forward direction is a simple exercise, so we'll just consider the backward direction. Assume that $(*)$ holds for every $x$ and $r > 0$.

Step 1

We begin by investigating how much the average changes when the radius changes. To wit, fix $x$ and take $r,R$ with $r < R$. What can we say about $|\bar{u}_{x,r} - \bar{u}_{x,R}|$? Since we want to use $(*)$, it makes sense to take an arbitrary $y$ and go up with the triangle inequality:
$$|\bar{u}_{x,r} - \bar{u}_{x,R}| \leq |\bar{u}_{x,r} - u(y)| + |u(y) - \bar{u}_{x,R}|$$Now we average the RHS over $y \in B(x,r)$ (the smaller ball). From there, the bounding here is quite natural:
$$|\bar{u}_{x,r} - \bar{u}_{x,R}| \preceq \frac{1}{r^N}\int_{B(x,r)}|\bar{u}_{x,r} - u(y)|\,dy + \frac{1}{r^N}\int_{B(x,r)}|u(y) - \bar{u}_{x,R}|\,dy$$$$\leq \frac{1}{r^N}\int_{B(x,r)}|\bar{u}_{x,r} - u(y)|\,dy + \frac{1}{r^N}\int_{B(x,R)}|u(y) - \bar{u}_{x,R}|\,dy$$$$= \frac{1}{r^N}\int_{B(x,r)}|\bar{u}_{x,r} - u(y)|\,dy + \left(\frac{R^N}{r^N}\right)^N\frac{1}{R^N}\int_{B(x,R)}|u(y) - \bar{u}_{x,R}|\,dy$$$$\stackrel{(*)}\preceq C_*r^\alpha + \left(\frac{R}{r}\right)^NR^\alpha \leq 2\left(\frac{R}{r}\right)^NR^\alpha.$$So $|\bar{u}_{x,r} - \bar{u}_{x,R}| \preceq C_*\left(\frac{R}{r}\right)^NR^\alpha$. That's a nice estimate.

Step 2

Now we use this estimate to get information on how $u(x)$ differs from the average around $x$. Fix a Lebesgue point $x$ of $u$ (since they are the only points where a pointwise value of $u$ makes sense) and $r > 0$. What can we say about $|u(x) - \bar{u}_{x,r}|$? The natural idea is that the value $u(x)$ is recovered by the limit of $\bar{u}_{x,s}$ as $s \to 0^+$. So we apply Step 1 for very small radii. Particularly, we apply Step 1 for $(r,R) = (r/2,r), (r/4, r/2), (r/8, r/4)$, etc. An "infinite triangle inequality" gives
$$|u(x) - \bar{u}_{x,r}| \leq \sum_{k=0}^\infty |\bar{u}_{x,r/2^k} - \bar{u}_{x,r/2^{k+1}}|,$$and the sum bounds as
$$\stackrel{(1)}\preceq C_*\left(\frac{r/2^k}{r/2^{k+1}}\right)^N(r/2^k)^\alpha = C_*2^{N-k\alpha}r^\alpha.$$So $|u(x) - \bar{u}_{x,r}| \preceq C_*r^\alpha$. Good.

Step 3

We're basically ready to show $u$ is $\alpha$-Holder now. Fix $x,y$ Lebesgue points. We're done if we show $|u(x)-u(y)| \preceq \|x-y\|^\alpha$ (because then there is clearly a $\alpha$-Holder extension from the Lebesgue points by density, and this is the desired Holder continuous representative). Step 2 gives
$$|u(x)-u(y)| \leq |u(x) - \bar{u}_{x,r}| + |\bar{u}_{x,r} - \bar{u}_{y,r}| + |\bar{u}_{y,r} - u(y)| \preceq C_*r^\alpha + |\bar{u}_{x,r} - \bar{u}_{y,r}|.$$Well hey, we've never actually chosen $r$. The obvious value to take is $r = \|x-y\|$, so let's do that. Now it remains to prove that $|\bar{u}_{x,r} - \bar{u}_{y,r}|$ is controlled by $r^\alpha$ for this value of $r$. In particular we'll show that it's $\preceq C_*r^\alpha$.

Again, we need to use $(*)$, and to do that we use the same trick of taking an arbitrary point and going up by triangle inequality.
$$|\bar{u}_{x,r} - \bar{u}_{y,r}| \leq |\bar{u}_{x,r} - u(z)| + |u(z) - \bar{u}_{y,r}|$$Now average the RHS over $z \in B(x,r) \cap B(y,r)$. Note that since $r = \|x-y\|$, the measure of $B(x,r) \cap B(y,r)$ is $r^N$ times some constant depending only on $N$. Hence
$$|\bar{u}_{x,r} - \bar{u}_{y,r}| \preceq \frac{1}{r^N}\int_{B(x,r) \cap B(y,r)} |\bar{u}_{x,r} - u(z)|\,dz + \frac{1}{r^N}\int_{B(x,r) \cap B(y,r)}|u(z) - \bar{u}_{y,r}|\,dz.$$Now grow the domain of integration to get
$$\leq \frac{1}{r^N}\int_{B(x,r)} |\bar{u}_{x,r} - u(z)|\,dz + \frac{1}{r^N}\int_{B(y,r)}|u(z) - \bar{u}_{y,r}|\,dz,$$and this is $\preceq C_*r^\alpha$ by $(*)$. $\square$

A few important remarks:
  • Thanks to our dilligence in keeping track of $C_*$, we've actually shown that
    $$|u(x)-u(y)| \leq C \cdot C_*\|x-y\|^\alpha$$for a constant $C$ depending only on $N$. That is, $|u|_{C^{0,\alpha}} \preceq C_*$. So a more descriptive statement of the criterion is that the quantity
    $$|u|_{\text{camp}} := \inf\{C_* : \text{$(*)$ holds}\}$$is "equivalent" to the Holder seminorm $|u|_{C^{0,\alpha}}$ in the sense that $|u|_{C^{0,\alpha}} \preceq |u|_{\text{camp}} \preceq |u|_{C^{0,\alpha}}$.
  • Campanato generalizes to other open domains. I'm pretty sure that for any $U$, we have that $(*)$ holds with $\mathbb{R}^N$ replaced with $U$ iff $u$ is Holder continuous on $U$. I can't guarantee that the previous remark still holds though, I'll leave that to you to figure out.

With this criterion proven, Morey's embedding falls out pretty much immediately.

Proof. Take $u \in W^{1,p}$. Then by the Poincare inequality,
$$\int_{B(x,r)} |u(y)-\bar{u}_{x,r}|\,dy \preceq r\int_{B(x,r)}\|\nabla u\|\,dy$$$$\leq r(r^N)^{1-1/p} \|\nabla u\|_{L^p(B(x,r)} \leq r^{1+N-N/p}\|\nabla u\|_{L^p}.$$So
$$\frac{1}{r^N}\int_{B(x,r)} |u(y)-\bar{u}_{x,r}|\,dy \preceq r^{1-N/p}\|\nabla u\|_{L^p},$$giving us that $u \in C^{0,1-N/p}$ by Campanato. In fact, the above inequality tells us that $|u|_{\text{camp}} \preceq \|\nabla u\|_{L^p}$, so by the first remark we may deduce that
$$|u|_{C^{0,\alpha}} \preceq |u|_{\text{camp}} \preceq \|\nabla u\|_{L^p}.$$So we've tamed the seminorm. As for the sup norm, we write
$$|u(x)| \leq |u(y)| + |u(x)-u(y)| \leq |u(y)| + |u|_{C^{0,1-N/p}}\|x-y\|^{1-N/p},$$and averaging the RHS over $y \in B(x,1)$ gives
$$|u(x)| \preceq \|u\|_{L^p} + |u|_{C^{0,1-N/p}} \preceq \|u\|_{L^p} + \|\nabla u\|_{L^p}.$$Thus $\|u\|_{C^{0,\alpha}} \leq \|u\|_{W^{1,p}}$, which completes the proof that $W^{1,p} \hookrightarrow C^{0,1-N/p}$. $\square$
This post has been edited 3 times. Last edited by greenturtle3141, Apr 3, 2024, 1:14 AM

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First Comment?

unfortunately I don't understand too much of it but what I could understand was still cool!

by fruitmonster97, Apr 2, 2024, 4:07 PM

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idk looks orz to me

by alsk, Apr 6, 2024, 12:36 AM

Turtle math!

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  • Although I had a decent college essay, this isn't really my specialty so I don't really have anything useful to say that isn't already available online.

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  • oh lmao, i was confused because of the title initially. thanks! great read

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  • It should be under August 2023

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  • does this blog still have the post about your math journey? for some reason i can't find it

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    no but seriously really interesting blog

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