10.4 Distance function[2C4]
[0R8] Given a metric space \((M,d)\), given \(A⊂ M\) non-empty, we define the distance function \(d_ A:M→ ℝ\) as
- E293
[0R9]Topics:distance function.
Show that \(d_ A\) is a Lipschitz function.
Show that \(d_ A≡ d_{\overline A}\).
Show that \(\{ x,d_ A(x)=0\} =\overline A\).
If \(M=ℝ^ n\) and \(A\) is closed and non-empty, show that the infimum in ?? is a minimum.
See also 1 and 2. Hidden solution: [UNACCESSIBLE UUID ’0RB’]
- E293
[0RC] Topics:fattened set.Prerequisites:1.
Consider a metric space \((M,d)\). Let \(A⊆ M\) be closed and non-empty, let \(r{\gt}0\) be fixed, and let \(d_ A\) be the distance function defined as in eqn. ??. Let then \(E=\{ x,d_ A(x)≤ r\} \), notice that it is closed.
Show that
\begin{equation} d_ E(x)≥ \max \{ 0, (d_ A(x)-r)\} ~ ~ .\label{eq:d_ E_ d_ A_ r} \end{equation}294Show that in ?? you have equality if \(M=ℝ^ N\).
Give a simple example of a metric space where equality in ?? does not hold.
If \(M=ℝ^ n\), given \(A⊂ ℝ^ n\) closed non-empty, show that \(E=A ⊕ D_ r\) where \(D_ r{\stackrel{.}{=}}\{ x, |x|≤ r\} \) and
\[ A ⊕ B{\stackrel{.}{=}}\{ x+y,x∈ A, y∈ B\} \]is the Minkowski sum of the two sets (see also Section 12.6).
Hidden solution: [UNACCESSIBLE UUID ’0RD’] The set \(\{ x,d_ A(x)≤ r\} =A ⊕ D_ r\) is sometimes called the ”fattening” of \(A\). In figure 3 we see an example of a set \(A\) fattened to \(r=1,2\); the set \(A\) is the black polygon (and is filled in), whereas the dashed lines in the drawing are the contours of the fattened sets. 1 See also the properties in sections 12.6 and 12.7.