Easy:
- Prove the parallelogram law: for any inner product space
and
![Rendered by QuickLaTeX.com \[\|x+y\|^2 + \|x-y\|^2 = 2\|x\|^2 + 2\|y\|^2.\]](https://www.stepanmalkov.com/wp-content/ql-cache/quicklatex.com-7d036fc816abd015d065a30a80adca32_l3.png)
- Show that the space
is a Hilbert space.![Rendered by QuickLaTeX.com \[l^2(\mathbb{C}) = \{(x^n)_{n=1}^\infty, x_n \in \mathbb{C}: \langle (x^n), (x^m) \rangle = \sum_{i=1}^\infty x^{n}_i \overline{x^m_i} < \infty\}\]](https://www.stepanmalkov.com/wp-content/ql-cache/quicklatex.com-9a3a709951e5dc4829a09f8a80ea16cf_l3.png)
- Give an example of an inner product space that is not a Hilbert space, i.e. an inner product space that is not complete.
- If
converges to
in
does it converge uniformly? Prove the statement or find a counterexample.
Intermediate:
- Let
Show that all partial derivatives of
exist at
but that
is not differentiable at
Explain why these two facts do not contradict each other. - Show that if
is has a continuous derivative
then
in other words, the Fourier transform turns differentiation into multiplication. - For
define the convolution
Show that![Rendered by QuickLaTeX.com \[(f * g)(x) = \int_0^1 f(x-y) g(y) dy.\]](https://www.stepanmalkov.com/wp-content/ql-cache/quicklatex.com-481f109b82672456374f1ccc08c6dab9_l3.png)
![Rendered by QuickLaTeX.com \[\widehat{f * g}(n) = \widehat{f}(n)\widehat{g}(n).\]](https://www.stepanmalkov.com/wp-content/ql-cache/quicklatex.com-ee64f5ead8b9156854a9b005abc84470_l3.png)
Challenging:
- Use the Fourier transform to solve the differential equation
(Hint: use problem 6).![Rendered by QuickLaTeX.com \[u''+4\pi^2 u=0,u(0)=u(1).\]](https://www.stepanmalkov.com/wp-content/ql-cache/quicklatex.com-c5c77a5639cd962281ef5dc31b2a71e4_l3.png)
- Let
be a neighborhood of
and let
be continuous with continuous first order partial derivatives on
Show
is differentiable at
and
is given by the Jacobian matrix.