Show that if \(A\) is bounded above, then there is a sequence \((a_n)\) in \(A\) such that \(\lim a_n = \sup(A)\text{.}\)
(b)
Show that if \(A\) is bounded below, then there is a sequence \((a_n)\) in \(A\) such that \(\lim a_n = \inf(A)\text{.}\)
(c)
Are the limits from (a) or (b) necessarily in \(A\text{?}\) Explain.
3.
Let \((X,d)\) be a metric space, let \(x \in X\text{,}\) and let \(A\) be a nonempty subset of \(X\text{.}\) Recall that the distance from \(x\) to \(A\) is
\begin{equation*}
d(x,A) = \inf \{d(x,a) \mid a \in A\text{.}
\end{equation*}
In this exercise we see how we can view the distance between a point and a set in terms of sequences. Let \(m = d(x,A)\text{.}\) We will show that there must be a sequence \((a_n)\) in \(A\) so that \(d(x,A) = \lim d(x,a_n)\text{.}\)
(a)
For each \(n \in \Z^+\text{,}\) let \(B_n = B\left(x;m+\frac{1}{n}\right)\text{.}\) Why must \(B_n \cap A \neq \emptyset\) for each \(n \in \Z^+\text{?}\)
(b)
Let \(a_n \in B_n \cap A\) for each \(n\text{.}\) What property does this sequence have? Explain how we have just proved the following theorem.
Theorem9.8.
Let \((X,d)\) be a metric space, let \(x \in X\text{,}\) and let \(A\) be a nonempty subset of \(X\text{.}\) Then there exists a sequence \((a_n)\) in \(A\) such that
Let \((Y,d')\) be a subspace of \((X,d)\text{.}\) Let \(a_1\text{,}\)\(a_2\text{,}\)\(\ldots\) be a sequence of points in \(Y\) and let \(a \in Y\text{.}\) Prove that if \(\lim_n a_n = a\) in \((Y,d')\text{,}\) then \(\lim_n a_n = a\) in \((X,d)\text{.}\)
(b)
Show that the converse of part (a) is false by considering the subspace \((\Q, d_{\Q})\) (the rational numbers) of \((R,d)\text{.}\) Let \(a_1\text{,}\)\(a_2\text{,}\)\(\ldots\) be a sequence of rational numbers such that \(\lim_n a_n = \sqrt{2}\text{.}\) Prove that , given \(\epsilon \gt 0\text{,}\) there is a positive integer \(N\) such that for \(n,
m \gt N\text{,}\)\(|a_n - a_m | \lt \epsilon\text{.}\) Does the sequence \(a_1\text{,}\)\(a_2\text{,}\)\(\ldots\) converge when considered to be a sequence of points in \(\Q\text{?}\)
5.
In this exercise we prove some standard results about limits of sequences from calculus. Let \((a_n)\) and \((b_n)\) be convergent sequences in a metric space \((\R,d_E)\text{.}\)
(a)
Show that \(\lim ka_n = k \lim a_n\) for any real number \(k\text{.}\)
(b)
Show that \(\lim (a_n + b_n) = \lim a_n + \lim b_n\text{.}\)
(c)
Show that the sequence \((a_n)\) is bounded. That is, show that there is a positive real number \(M\) such that \(|a_n| \leq M\) for all \(n \in \Z^+\text{.}\)
(d)
Show that \(\lim a_nb_n = \lim a_n \ \lim b_n\text{.}\)
(e)
If \(b_n \neq 0\) for every \(n\) and \(\lim b_n \neq 0\text{,}\) show that \(\lim \frac{a_n}{b_n} = \frac{\lim a_n}{\lim b_n}\text{.}\)
6.
Let \(f\) and \(g\) be continuous functions from \(\R\) to \(\R\text{,}\) both with the standard Euclidean metric. Define the function \(fg\) from \(\R\) to \(\R\) by
\begin{equation*}
(fg)(x) = f(x)g(x) \text{ for every } x \in \R\text{.}
\end{equation*}
(a)
Prove that \(fg\) is a continuous function.
(b)
Assume that \(g(x) \neq 0\) for every \(x \in \R\text{.}\) Define the function \(\frac{f}{g}\) from \(\R\) to \(\R\) by \(\frac{f}{g}(x) = \frac{f(x)}{g(x)}\) for every \(x \in \R\text{.}\) Use the definition of continuity to prove that \(\frac{f}{g}\) is a continuous function.
7.
Let \((c_n) = (a_n,b_n)\) be a sequence in \((\R^2, d_E)\text{.}\) Show that the sequence \((c_n)\) converges to a point \((a,b)\) if and only if \((a_n)\) converges to \(a\) and \((b_n)\) converges to \(b\) in \((\R, d_E)\text{.}\)
8.
Define \(f : (\R,d_E) \to (\R,d_E)\) by
\begin{equation*}
f(x) = \begin{cases}0 \amp \text{ if } x \text{ is irrational } \\ x \amp \text{ if } x \text{ is rational. } \end{cases}
\end{equation*}
(a)
Show that \(f\) is continuous at exactly one point. Assume that both copies of \(\R\) are given the Euclidean topology.
(b)
Modify the function \(f\) to construct a new function \(g: \R \to \R\) such that \(g\) is continuous at exactly the numbers \(0\) and \(1\text{.}\) Prove your result. Can you see how to extend this to construct a function \(h: \R \to \R\) that is continuous at any given finite number of points?
9.
Let \(X\) be the set of real valued functions on the interval \([0,1]\) and let \(d\) be the metric on \(X\) defined by
\begin{equation*}
d(f,g) = \sup\{|f(x)-g(x)| \mid x \in [0,1]\}\text{.}
\end{equation*}
(See Exercise 4.) There is a difference between the point-wise convergence of a sequence of functions and convergence in the metric space \((X,d)\) that we explore in this exercise. For each \(n \in \Z^+\text{,}\) define \(f_n :[0,1] \to \R\) by \(f_n(x) = x^n\text{.}\)
(a)
Let \(0 \leq a \lt 1\text{.}\) Show that the sequence \((a_n)\) where \(a_n = a^n\) converges to \(0\) in \((\R, d_E)\text{.}\)
(b)
Since the sequence \((1)\) converges to \(1\text{,}\) if we look at the behavior at each point, we might think that the sequence \((f_n)\) converges to the function \(f\) defined by
\begin{equation}
f(x) = \begin{cases} 0 \amp \text{ if } x \neq 1 \\ 1 \amp \text{ if } x=1. \end{cases}\tag{9.1}
\end{equation}
Determine if the sequence \((f_n)\) converges to \((f)\) in the metric space \((X,d)\text{.}\)
(c)
Suppose now we consider the sequence \((f_n)\) as a sequence of functions in \(C[0,1]\text{,}\) the space of continuous functions from \(\R\) to \(\R\text{,}\) using the metric
(Refer to Activity 3.2.) The function in (9.1) is not a continuous function, so can’t be a limit of the sequence \((f_n)\) in \(C[01]\text{.}\) Determine if the sequence \((f_n)\) has a limit in \(C[0,1]\text{.}\) If so, what is the limit? If not, verify that the sequence has no limit.
10.
For each of the following, answer true if the statement is always true. If the statement is only sometimes true or never true, answer false and provide a concrete example to illustrate that the statement is false. If a statement is true, explain why.
(a)
If \((a_n)\) is a sequence in \((\R, d_E)\) with \(a_{n+1} \lt a_n\) for each \(n \in \Z^+\) and the set \(\{a_n\}\) is bounded below, then \(\inf \{a_n \mid n \in \Z^+\}\) is the limit of the sequence \((a_n)\text{.}\)
(b)
Let \(X\) be a metric space and \(A\) a nonempty subset of \(X\text{.}\) If \(a \in X\) and if \(B(a,r)\) in \(X\) contains a point of \(A\) for every \(r \gt 0\text{,}\) then there is a sequence in \(A\) that converges to \(a\text{.}\)
(c)
Let \(R\) be a nonempty subset of \(\R\) that is bounded above and below. If \(S\) is a nonempty subset of \(\R\) and \(x \leq y\) for all \(x \in S\) and for all \(y \in R\text{,}\) then \(\sup(S) \leq \inf(R)\text{.}\)
(d)
The sequence \(\left(\frac{1}{n}\right)\) converges to \(0\) in the metric space \(Q\) of all rational numbers in reduced form with metric \(d\) defined by
The only convergent sequences in a metric space \((X,d)\) with discrete metric \(d\) are the sequences that are eventually constant. (A sequence \((a_n)\) in a metric space \(X\) is eventually constant if there is an element \(a \in X\) and an \(N \in \Z^+\) such that \(a_n = a\) for all \(n \geq N\text{.}\))