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Appendix A. Basic Euclidean Topology

This appendix collects a few basic notions about subsets of \(\R^n\) that appear throughout the book. The point is not to develop general topology, but to fix the language we will use.

Definition A.0.1. Cluster Point.

Let \(A \subseteq \R^n\text{.}\) A point \(\va \in \R^n\) is a cluster point (or accumulation point) of \(A\) if every open ball centered at \(\va\) contains a point of \(A\) different from \(\va\text{.}\) Equivalently, for every \(r \gt 0\) there exists \(\vx \in A\) such that \(0 \lt \norm{\vx-\va} \lt r\text{.}\)

Definition A.0.2. Interior Point.

Let \(A \subseteq \R^n\text{.}\) A point \(\va \in A\) is an interior point of \(A\) if there exists \(r \gt 0\) such that the open ball \(\{\vx \in \R^n : \norm{\vx-\va} \lt r\}\) is contained in \(A\text{.}\)

Definition A.0.3. Open Set.

A subset \(U \subseteq \R^n\) is open if every point of \(U\) is an interior point of \(U\text{.}\)

Definition A.0.4. Closed Set.

A subset \(F \subseteq \R^n\) is closed if it contains all of its cluster points.
In \(\R^n\text{,}\) a set is closed if and only if its complement is open. Both descriptions are useful.

Definition A.0.5. Path and Path Connectedness.

Let \(A \subseteq \R^n\text{.}\) A path in \(A\) from \(\va \in A\) to \(\vb \in A\) is a continuous map \(\gamma \colon [0,1] \to A\) such that \(\gamma(0)=\va\) and \(\gamma(1)=\vb\text{.}\) The set \(A\) is path connected if every two points of \(A\) can be joined by a path in \(A\text{.}\)

Definition A.0.6. Convex Set.

A subset \(A \subseteq \R^n\) is convex if for every \(\va,\vb \in A\) and every \(t \in [0,1]\text{,}\) the point
\begin{equation*} (1-t)\va+t\vb \end{equation*}
also belongs to \(A\text{.}\) In other words, whenever two points lie in \(A\text{,}\) the line segment joining them lies in \(A\text{.}\)

Definition A.0.7. Star-Shaped Set.

A subset \(A \subseteq \R^n\) is star-shaped if there exists a point \(\vp \in A\) such that for every \(\vx \in A\) and every \(t \in [0,1]\text{,}\) the point
\begin{equation*} (1-t)\vp+t\vx \end{equation*}
lies in \(A\text{.}\) We then say that \(A\) is star-shaped with respect to \(\vp\text{.}\)

Proof.

Fix \(\vp \in A\text{.}\) If \(\vx \in A\) and \(t \in [0,1]\text{,}\) then convexity gives \((1-t)\vp+t\vx \in A\text{.}\) So \(A\) is star-shaped with respect to \(\vp\text{.}\)

Proof.

Suppose \(A\) is star-shaped with respect to \(\vp \in A\text{.}\) Let \(\va,\vb \in A\text{.}\) Define \(\gamma \colon [0,1] \to \R^n\) by
\begin{equation*} \gamma(t) = \begin{cases} (1-2t)\va + 2t\vp, & 0 \le t \le \dfrac{1}{2}, \\ (2-2t)\vp + (2t-1)\vb, & \dfrac{1}{2} \le t \le 1. \end{cases} \end{equation*}
Each piece traces a line segment lying in \(A\text{,}\) so \(\gamma([0,1]) \subseteq A\text{.}\) Also \(\gamma(0)=\va\) and \(\gamma(1)=\vb\text{,}\) so \(\gamma\) is a path in \(A\) from \(\va\) to \(\vb\text{.}\) The final sentence follows from PropositionΒ A.0.8.

Example A.0.10.

The open unit ball \(\{\vx \in \R^n : \norm{\vx} \lt 1\}\) is convex, hence also star-shaped and path connected.
Solution.
If \(\norm{\va} \lt 1\) and \(\norm{\vb} \lt 1\text{,}\) then for \(t \in [0,1]\text{,}\)
\begin{equation*} \norm{(1-t)\va+t\vb} \le (1-t)\norm{\va}+t\norm{\vb} \lt (1-t)+t = 1. \end{equation*}
So the whole segment from \(\va\) to \(\vb\) stays inside the ball.