% vim: tw=50 % 07/02/2022 11AM \subsubsection*{Bounds of a continuous function} \begin{theorem} Let $f : [a, b] \to \RR$ be continuous. Then there exists $K$ such that $|f(x)| \le K \,\,\forall\,\,x \in [a, b]$. \end{theorem} \begin{proof} We argue by contradiction. Suppose statement is false. Then given any integer $n \ge 1$, there exists $x_n \in [a, b]$ such that $|f(x_n)| > n$. By Bolzano-Weierstrass, $x_n$ has a convergent subsequence $x_{n_j} \to x$. Since $a \le x_{n_j} \le b$, we must have $x \in [a, b]$. By the continuity of $f$, $f(x_{n_j}) \to f(x)$ but $|f(x_{n_j}| > n_j \to \infty$ (as $j \to \infty$). \contradiction \end{proof} \begin{theorem} $f : [a, b] \in \RR$ continuous. Then $\exists x_1, x_2 \in [a, b]$ such that \[ f(x_1) \le f(x) \le f(x_2) \] for all $x \in [a, b]$. (``A continuous function on a closed bounded interval is bounded and attains its bounds''). \end{theorem} \begin{proof} Let $A = \{f(x) : x \in [a, b]\} = f([a, b])$. By Theorem 2.4, $A$ is bounded. Since it is clearly non-empty, it has supremum, $M$. By definition of supremum, given an integer $n \ge 1$, $\exists x_n \in [a, b]$ such that \[ M - \frac{1}{n} < f(x_n) \le M \tag{$*$} \] By Bolzano-Weierstrass, $\exists \,\, x_{n_j} \to x \in [a, b]$. Since $f(x_{n_j}) \to M$ (by ($*$)) and $f$ is continuous, we deduce that $f(x) = M$. So $x_2 := x$. Similarly for the minimum. \end{proof} \myskip \begin{proof}[(alternative proof)] $A = f([a, b])$, $M = \sup A$ as before. Suppose $\not\exists\,\,x_2$ such that $f(x_2) = M$. Let \[ g(x) = \frac{1}{M - f(x)} \] for $x \in [a, b]$. It is defined and continuous on $[a, b]$. By Theorem 2.4 applied to $g$, $\exists k > 0$ such that \[ g(x) \le K \qquad \forall \,\,x \in [a, b] \] This means that $f(x) \le M - \frac{1}{k}$ for all $x \in [a, b]$. This is absurd since it contradicts that $M$ is the supremum. \end{proof} \begin{note*} Theorems 2.4 and 2.5 are \emph{false} if the interval is not \emph{closed} and bounded. For example, consider \[ (0, 1], \qquad f(x) = \frac{1}{x} \] \end{note*} \subsection{Inverse Functions} \begin{definition*} $f$ is \emph{increasing} for $x \in [a, b]$ if $f(x_1) \le f(x_2)$ for all $x_1, x_2$ such that $a \le x_1 < x_2 \le b$. If $f(x_1) < f(x_2)$ we say that $f$ is \emph{strictly increasing}. Similarly for decreasing and strictly decreasing. \end{definition*} \begin{theorem} $f : [a, b] \to \RR$ continuous and strictly increasing function $x \in [a, b]$. Let $c = f(a)$ and $d = f(b)$. Then $f : [a, b] \to [c, d]$ is bijective and the inverse $g := f^{-1} : [c, d] \to [a, b]$ is continuous and strictly increasing. \end{theorem} \begin{remark*} A similar theorem holds for strictly \emph{decreasing} functions. \end{remark*} \begin{proof} \begin{center} \includegraphics[width=0.6\linewidth] {images/a815d1d8975311ec.png} \end{center} Take $c < k < d$. From the Intermediate Value Theorem, $\exists h$ such that $f(h) = k$. Since $f$ is strictly increasing $h$ is unique. Define $g(k) := h$ and this gives an inverse \[ g : [c, d] \to [a, b] \] for $f$. \begin{itemize} \item $g$ is strictly increasing because $y_1 < y_2$, $y_1 = f(x_1)$, $y_2 = f(x_2)$. If $x_2 \le x_1$ then since $f$ is increasing $f(x_2) \le f(x_1)$ and so $y_2 \le y_1$, contradiction. \item $g$ is continuous because let $\eps > 0$ be given, then let $k_1 = f(h - \eps)$ and $k_2 = f(h + \eps)$. $f$ is strictly increasing so $k_1 < k < k_2$. If $k_1 < y < k_2$ then $h - \eps < g(y) < h + \eps$ so $g$ is continuous at $k$. Here we took $k \in (c, d)$ but a very similar argument establishes continuity at the endpoints (check!) \end{itemize} \end{proof}