Let $p, q \in(1, \infty)$ be such that $(1 / p)+(1 / q)=1$.
(i) If $f:[0, \infty) \rightarrow \mathbb{R}$ is defined by $f(x):=(1 / q)+(1 / p) x-x^{1 / p}$, then show that $f(x) \geq f(1)$ for all $x \in[0, \infty)$.
(ii) Show that $a b \leq\left(a^{p} / p\right)+\left(b^{q} / q\right)$ for all $a, b \in[0, \infty)$. (Hint: If $b \neq 0$, let $x:=a^{p} / b^{q}$ in (i).)
(iii) (Hölder Inequality for Sums) Given any $a_{1}, \ldots, a_{n}$ and $b_{1}, \ldots, b_{n}$ in $\mathbb{R}$, prove that
$$
\sum_{i=1}^{n}\left|a_{i} b_{i}\right| \leq\left(\sum_{i=1}^{n}\left|a_{i}\right|^{p}\right)^{1 / p}\left(\sum_{i=1}^{n}\left|b_{i}\right|^{q}\right)^{1 / q}
$$
Deduce the Cauchy-Schwarz inequality as a special case. (iv) (Hölder Inequality for Integrals) Given any continuous functions $f, g:[a, b] \rightarrow \mathbb{R}$, prove that
$$
\int_{a}^{b}|f(x) g(x)| d x \leq\left(\int_{a}^{b}|f(x)|^{p} d x\right)^{1 / p}\left(\int_{a}^{b}|g(x)|^{q} d x\right)^{1 / q}
$$
(v) (Minkowski Inequality for Sums) Given any $a_{1}, \ldots, a_{n}$ and $b_{1}, \ldots, b_{n}$ in $\mathbb{R}$, prove that
$$
\left(\sum_{i=1}^{n}\left|a_{i}+b_{i}\right|^{p}\right)^{1 / p} \leq\left(\sum_{i=1}^{n}\left|a_{i}\right|^{p}\right)^{1 / p}+\left(\sum_{i=1}^{n}\left|b_{i}\right|^{p}\right)^{1 / p}
$$
(Hint: The $p$ th power of the expression on the left can be written as $\sum_{i=1}^{n}\left|a_{i}\right|\left(\left|a_{i}+b_{i}\right|\right)^{p-1}+\sum_{i=1}^{n}\left|b_{i}\right|\left(\left|a_{i}+b_{i}\right|\right)^{p-1} ;$ now use (iii). $)$
(vi) (Minkowski Inequality for Integrals) Given any continuous functions $f, g:[a, b] \rightarrow \mathbb{R}$, prove that
$$
\left(\int_{a}^{b}|f(x)+g(x)|^{p} d x\right)^{1 / p} \leq\left(\int_{a}^{b}|f(x)|^{p} d x\right)^{1 / p}+\left(\int_{a}^{b}|g(x)|^{p} d x\right)^{1 / p}.
$$