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I am referring to this paper, p. 21.

First, there is the following definition of coercivity:

Let $L$ be an unbounded operator on a Hilbert space $\mathcal{H}$ with kernel $\mathcal{K}$ and let $\tilde{\mathcal{H}}$ be another Hilbert space continuously and densely embedded in $\mathcal{K}^\perp$, endowed with a scalar product $\langle\cdot,\cdot\rangle_{\tilde{\mathcal{H}}}$ and a Hilbertian norm $\Vert\cdot\Vert_{\tilde{\mathcal{H}}}$. The operator $L$ is said to be $\lambda$-coercive on $\tilde{\mathcal{H}}$ if $$ \forall h\in\mathcal{K}^\perp\cap D(L),\quad\Re\langle Lh,h\rangle_{\tilde{\mathcal{H}}}\geq\lambda\Vert h\Vert^2_{\tilde{\mathcal{H}}}, $$ where $\Re$ stands for the real part. The operator $L$ is said to be coercive on $\tilde{\mathcal{H}}$ if it is $\lambda$-coercive on $\tilde{\mathcal{H}}$ for some $\lambda>0$.

Afterwards, it is said that

[..] the most standard situation is when $\tilde{\mathcal{H}}=\mathcal{K}^\perp\simeq \mathcal{H}/\mathcal{K}$.

Moreover, in this particular case, it is said that

[..] it is equivalent to say that $L$ is coercive on $\mathcal{K}^\perp$, or that the symmetric part of $L$ admits a spectral gap.

Could you please explain to me why this equivalence holds?

As far as I understand, spectral gap means that there exists some $c>0$ such that $$ \sigma(L)\subset\{0\}\cup [c,\infty) $$

However, from this, I can neither conclude that $L$ is coercive on $\mathcal{K}^\perp$ (nor vice versa).

My "feeling" is that this has something to do with the relationship between the spectrum of $L$ and its numerical range (but I only know this for self-adjoint bounded operators and this seems to be another situation here).

selector
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    Simply because $Re(Lh,h)=2(Sh,h)$ where $S=(L+L^*)/2$ is the symmetric part of $S$. – lcv May 04 '23 at 09:39
  • Could you be a bit more detailed? Your hint does not explain to me the equivalence. – selector May 04 '23 at 09:49
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    Sure, do you agree on what I wrote above or does that need more explanation? The rest is essentially the definition of spectral gap. – lcv May 04 '23 at 10:12
  • A few more explanations would be great. I mean, for a complex number $x=a+ib$, it is clear that $\Re x=a=\frac{x+x^}{2}$, where $x^=a-ib$. But here, $L$ is an operator. – selector May 04 '23 at 10:22

1 Answers1

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I don't think there is anything deep here.

Note that

\begin{align} \Re \langle Lh,h \rangle &= \frac{1}{2} \left ( \langle Lh,h \rangle + \langle Lh,h \rangle^\ast \right )\\ &= \frac{1}{2} \left ( \langle Lh,h \rangle + \langle h,Lh \rangle \right ) \\ &= \frac{1}{2} \left ( \langle Lh,h \rangle + \langle L^\ast h,h \rangle \right ) \\ &= \langle Sh,h \rangle \end{align}

Where I just defined the symmetric part of $L$ to be

$$S = \frac{1}{2} \left ( L + L^\ast \right ). $$

The definition of spectral gap depends a bit on the context. It seems your definition is: the symmetric operator $A$ admits a spectral gap $\gamma \ge c$ if

$$ \sigma(A) \subset \{0\} \cup [c, \infty).$$

Note that we must require the operator to be symmetric or the spectrum need not be real.

The above definition is equivalent to the fact that

$$ \langle Ah,h \rangle \ge c \langle h,h \rangle \quad \forall h \notin \ker (A) $$

Now the equation

$$ \Re \langle Lh,h \rangle = \langle Sh,h \rangle \ge \lambda \langle h, h \rangle >0 $$

means that $h$ is not in the kernel of $S$ and so it means that $S$ has a spectral gap at least as big as $\lambda$.

lcv
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  • Thanks. Maybe you could add the remaining step? I still do not see the desired equivalence (probably because I do not know the definition of spectral gap, in particularlary for symmetric unbounded operators like $S$). – selector May 04 '23 at 21:09
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    I added some details. – lcv May 04 '23 at 22:20
  • And that's exactly the point where I am struggeling: Why is $\sigma(A)\subset{0}\cup [c,\infty)$ equivalent to $\langle Ah,h\rangle\geq c\langle h,h\rangle$ for all $h\notin\textrm{ker}(A)$? – selector May 06 '23 at 08:51
  • @Icv Could you comment on my last question in order to be able to close this thread successfully? – selector May 09 '23 at 13:53