Chapter 2

Advanced Calculus · 33 exercises

Problem 1

For each of the following statements, determine whether it is true or false and justify your answer. a. Every bounded sequence converges. b. A convergent sequence of positive numbers has a positive limit. c. The sequence \(\left\\{n^{2}+1\right\\}\) converges. d. A convergent sequence of rational numbers has a rational limit. e. The limit of a convergent sequence in the interval \((a, b)\) also belongs to \((a, b)\).

5 step solution

Problem 2

For each of the following statements, determine whether it is true or false and justify your answer. a. The set of irrational numbers is closed. b. The set of rational numbers in the interval [0,1] is compact. c. The set of negative numbers is closed.

5 step solution

Problem 2

Which of the following sequences is monotone? Justify your conclusions. a. \(\left\\{n+\frac{(-1)^{n}}{n}\right\\}\) b. \(\left\\{\frac{1}{n^{2}}+\frac{(-1)^{n}}{3^{n}}\right\\}\)

5 step solution

Problem 2

Show that the set \((-\infty, 0]\) is closed.

4 step solution

Problem 2

Using only the Archimedean Property of \(\mathbb{R},\) give a direct \(\epsilon-N\) verification of the following limits: $$\text { a. } \lim _{n \rightarrow \infty} \frac{1}{\sqrt{n}}=0 \quad \text { b. } \quad \lim _{n \rightarrow \infty} \frac{1}{n+5}=0$$

3 step solution

Problem 3

Let \(a\) and \(b\) be numbers with \(a

8 step solution

Problem 3

Using only the Archimedean Property of \(\mathbb{R},\) give a direct \(\epsilon-N\) verification of the convergence of the following sequences: a. \(\left\\{\frac{2}{\sqrt{n}}+\frac{1}{n}+3\right\\}\) b. \(\left\\{\frac{n^{2}}{n^{2}+n}\right\\}\)

10 step solution

Problem 4

Let \(S\) be the set of rational numbers in the interval [0,2] . a. Using the definition of sequential compactness, show that \(S\) is not sequentially compact. b. Using the definition of compactness, show that \(S\) is not compact. c. Using the definition of closedness, show that \(S\) is not closed.

6 step solution

Problem 4

Suppose that the sequence \(\left\\{a_{n}\right\\}\) converges to \(a\) and that \(|a|<1 .\) Prove that the sequence \(\left\\{\left(a_{n}\right)^{n}\right\\}\) converges to 0.

5 step solution

Problem 5

Let \(S\) be a set consisting of a single point. Show that \(S\) is compact

4 step solution

Problem 5

Show that a strictly increasing sequence has no peak indices.

3 step solution

Problem 5

Show that a sequence \(\left\\{a_{n}\right\\}\) is bounded if and only if there is an interval \([c, d]\) such that \(\left\\{a_{n}\right\\}\) is a sequence in \([c, d]\).

4 step solution

Problem 6

Let \(S=[0,1] \cup[3,4] .\) Show that the set \(S\) is compact.

4 step solution

Problem 6

Show that for a monotonically decreasing sequence every index is a peak index.

3 step solution

Problem 6

Suppose that the sequence \(\left\\{a_{n}\right\\}\) converges to \(a\) and that \(a>0 .\) Show that there is an index \(N\) such that \(a_{n}>0\) for all indices \(n \geq N\).

4 step solution

Problem 7

Let \(A\) and \(B\) be compact sets. Show that the union \(A \cup B\) and the intersection \(A \cap B\) are also compact.

3 step solution

Problem 7

Suppose that the sequence \(\left\\{a_{n}\right\\}\) converges to \(\ell\) and that the sequence \(\left\\{b_{n}\right\\}\) has the property that there is an index \(N\) such that $$a_{n}=b_{n}$$ for all indices \(n \geq N\). Show that \(\left\\{b_{n}\right\\}\) also converges to \(\ell .\) (Suggestion: Use the Comparison Lemma for a quick proof.)

3 step solution

Problem 8

Let \(\left\\{b_{n}\right\\}\) be a bounded sequence of nonnegative numbers and \(r\) be any number such that \(0 \leq r<1 .\) Define $$ s_{n}=b_{1} r+b_{2} r^{2}+\cdots+b_{n} r^{n} $$ for every index \(n\). Use the Monotone Convergence Theorem to prove that the series \(\left\\{s_{n}\right\\}\) converges.

3 step solution

Problem 8

Prove that the sequence \(\left\\{c_{n}\right\\}\) converges to \(c\) if and only if the sequence \(\left\\{c_{n}-c\right\\}\) converges to 0 .

6 step solution

Problem 9

For each natural number \(n\), let \(a_{n}\) and \(b_{n}\) be numbers such that \(a_{n}

6 step solution

Problem 9

A sequence \(\left\\{a_{n}\right\\}\) was defined to be bounded provided that there is a number \(M\) such that \(\left|a_{n}\right| \leq M \quad\) for every index \(n\) Show that \(\left\\{a_{n}\right\\}\) is bounded if and only if there are numbers \(a\) and \(b\) with \(a

5 step solution

Problem 9

Prove that the Archimedean Property of \(\mathbb{R}\) is equivalent to the fact that \(\lim _{n \rightarrow \infty} 1 / n=0\).

3 step solution

Problem 10

For a pair of positive numbers \(\alpha\) and \(\beta,\) the number \(\sqrt{\alpha \beta}\) is called the geometric mean of \(\alpha\) and \(\beta,\) and the number \((\alpha+\beta) / 2\) is called the arithmetic mean of \(\alpha\) and \(\beta\). By observing that \((\sqrt{\alpha}-\sqrt{\beta})^{2} \geq 0,\) show that \((\alpha+\beta) / 2 \geq \sqrt{\alpha \beta}\).

3 step solution

Problem 10

For each natural number \(n,\) let \(I_{n}\) be a closed bounded interval. Suppose that \(\left\\{I_{n}\right\\}_{n=1}^{\infty}\) covers the compact set consisting of the closed bounded interval [0,1] . Is it true that this cover has a finite subcover?

3 step solution

Problem 10

Prove that a sequence \(\left\\{a_{n}\right\\}\) does not converge to the number \(a\) if and only if there is some \(\epsilon>0\) and a subsequence \(\left\\{a_{n_{k}}\right\\}\) such that $$ \left|a_{n_{k}}-a\right| \geq \epsilon $$ for every index \(k\).

3 step solution

Problem 10

Prove that $$\lim _{n \rightarrow \infty} n^{1 / n}=1$$ Hint: Define \(\alpha_{n}=n^{1 / n}-1\) and use the Binomial Formula to show that for each index \(n\) $$n=\left(1+\alpha_{n}\right)^{n} \geq 1+[n(n-1) / 2] \alpha_{n}^{2}$$

6 step solution

Problem 11

Examine the proof of the theorem that sequential compactness implies compactness and show that the only property of the sets \(I_{n}\) in the cover that we used was that if a point \(x\) lies in \(I_{n}\), then there is an open interval \(J\) centered at the point that also lies in \(I_{n}\). A set having this property is called open.

5 step solution

Problem 12

For \(c>0,\) consider the quadratic equation $$x^{2}-x-c=0, \quad x>0$$ Define the sequence \(\left\\{x_{n}\right\\}\) recursively by fixing \(x_{1}>0\) and then, if \(n\) is an index for which \(x_{n}\) has been defined, defining$$x_{n+1}=\sqrt{c+x_{n}}$$ Prove that the sequence \(\left\\{x_{n}\right\\}\) converges monotonically to the solution of the above equation.

5 step solution

Problem 14

Define the sequence \(\left\\{s_{n}\right\\}\) by $$s_{n}=\frac{1}{2 \cdot 1}+\frac{1}{3 \cdot 2}+\cdots+\frac{1}{(n+1)(n)} $$ for every index \(n\) Prove that $$\lim _{n \rightarrow \infty} s_{n}=1$$

4 step solution

Problem 15

Let \(\left\\{a_{n}\right\\}\) be a sequence of real numbers. Suppose that for each positive number \(c\) there is an index \(N\) such that $$a_{n}>c$$ for all indices \(n \geq N\) When this is so, the sequence \(\left\\{a_{n}\right\\}\) is said to converge to infinity, and we write $$\lim _{n \rightarrow \infty} a_{n}=\infty$$ Prove the following: a. \(\lim _{n \rightarrow \infty}\left[n^{3}-4 n^{2}-100 n\right]=\infty\) $$\text { b. } \lim _{n \rightarrow \infty}\left[\sqrt{n}-\frac{1}{n^{2}}+4\right]=\infty$$

5 step solution

Problem 16

Discuss the convergence to infinity of each of the following sequences: a. \(\\{\sqrt{n+1}-\sqrt{n}\\}\) b. \(\\{(\sqrt{n+1}-\sqrt{n}) \sqrt{n}\\}\) c. \(\\{(\sqrt{n+1}-\sqrt{n}) n\\}\)

7 step solution

Problem 17

For a sequence \(\left\\{a_{n}\right\\}\) of positive numbers show that $$\lim _{n \rightarrow \infty} a_{n}=\infty$$ if and only if \(\lim _{n \rightarrow \infty}\left[\frac{1}{a_{n}}\right]=0\)

4 step solution

Problem 18

(The Convergence of Cesaro Averages.) Suppose that the sequence \(\left\\{a_{n}\right\\}\) converges to \(a\). Define the sequence \(\left\\{\sigma_{n}\right\\}\) by $$\sigma_{n}=\frac{a_{1}+a_{2}+\cdots+a_{n}}{n}$$ for every index \(n\) Prove that the sequence \(\left\\{\sigma_{n}\right\\}\) also converges to \(a\).

8 step solution

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