Chapter 1
Advanced Calculus · 92 exercises
Problem 1
Show that the LUB propertyimplies the monotonic-sequence property by proving the following: If \(a_{1} \leq a_{2} \leq \cdots\) is a bounded increasing real sequence, then \(\lim _{n \rightarrow x} a_{n}=L\) where \(L=\) sup \(\left\\{a_{1}, a_{2}, a_{3}, \ldots,\right.\),
4 step solution
Problem 1
\text { How would you describe the world lines of two particles that collide and destroy each other? }
3 step solution
Problem 1
Show that the sequence defined by \(p_{n}=(n, 1 / n)\) does not converge.
4 step solution
Problem 1
Give the domain of definition of each function \(f\) defined below, and describe
or sketch its graph:
\((a) f(x)=1 /\left(1+x^{2}\right)\)
(b) \(f(x, y)=4-x^{2}-y^{2}\)
(c) \(f(x)=x /(x-1)\)
(d) \(f(x, y)=1 /\left(x^{2}-y^{2}\right)\)
(e) \(f(x, y)=\begin{aligned} \mid 1 & \text { for } x
5 step solution
Problem 1
By quoting appropriate definitions and statements. verify the following assertions. Sketches may be helpful. (i) The set \(W=\\{\) all \(p=(x, y)\) with \(1 \leq|p| \leq 2\\}\) is closed. bounded, connected, and bdy \((W)\) is the disconnected set, consisting of two circles of radius 1 and 2 . (ii) The set \(R=\\{\) all \((x, y)\) with \(x \geq 0\); is closed. unbounded, connected, and its boundary 15 the vertical axis. (iii) The set \(T=\\{\) all \((x, y)\) with \(|x|=|y|\) is closed. connected, unbounded. has empty interior, and \(\operatorname{bdy}(T)=T\). (iv) The set \(Q=\\{\) all \((x, y)\) with \(x\) and \(y\) integers' is closed. unbounded. infinite. countable. disconnected. and its boundary is itself.
4 step solution
Problem 2
Fill in the missing details in the following proof that the LUB property
implies that \(\mathbf{R}\) is connected.
(a) Let \(\mathbf{R}=A \cup B\) where \(A\) and \(B\) are mutually separated. Then,
\(A\) and \(B\) are both open.
(b) With \(a_{0} \in A\) and \(b_{0} \in B\), assume \(a_{0}
4 step solution
Problem 2
Show that the sequence described by \(p_{n}=\left(\begin{array}{c}n+1 \\\ n\end{array}, \frac{(-1)^{n}}{n}\right)\) converges.
3 step solution
Problem 2
Let \(f(x)=x^{2}+x, g(x, y)=x y\), and \(h(x)=x+1 .\) What are: (a) \(f(g(1,2))\) (b) \(h(f(3))\) (c) \(g(f(1), h(2))\) (d) \(g(f(x), h(y))\) (e) \(g(h(x), f(x))\) \((f) f(g(x, h(y)))\) (g) \(f(f(x))\)
7 step solution
Problem 3
Draw a sketch to illustrate the following events: A photon vanishes, giving rise to two particles, one an electron and one a positron. The electron moves off in one direction, the positron in another. The positron strikes another electron, and the two annihilate each other, giving rise to a photon which travels off. Could this be the history of only one particle?
5 step solution
Problem 3
If \(S\) is any bounded set of real numbers, show that the numbers \(\inf (S)\) and \(\sup (S)\) belong to the closure of \(S\). 4 If \(A \subset B\) and \(B\) is a bounded set in \(n\) space, show that diam \((A) \leq \operatorname{diam}(B)\). Can equitit? occur without having \(A=B\) ?
3 step solution
Problem 3
Sketch the set of points \((x, y)\) where (a) \(|x+2 y| \leq x-y\) (b) \(\left(x^{2}-y\right)\left(x-y^{2}\right)<0\)
6 step solution
Problem 3
Let \(\left|p_{n+1}-q\right| \leq c\left|p_{n}-q\right|\) for all \(n\), where \(c<1 .\) Show that \(\lim _{n \rightarrow \infty} p_{n}=q .\)
4 step solution
Problem 3
\((a)\) If \(F(x)=x^{2}+x\) and \(G(s)=s+s^{2}\), are \(F\) and \(G\) different functions? (b) If \(F(x, y)=x^{2}+y\) and \(G(x, y)=x+y^{2}\), are \(F\) and \(G\) different functions?
2 step solution
Problem 4
\text { If } A \text { and } B \text { are sets and } A \subset B, \text { what are } A \cup B \text { and } A \cap B \text { ? }
2 step solution
Problem 4
If \(A \subset B\) and \(B\) is a bounded set in \(n\) space, show that diam \((A) \leq \operatorname{diam}(B)\). Can equit lit? occur without having \(A=B\) ?
3 step solution
Problem 4
Show that \(\left|p_{1}+p_{2}+p_{3}+\cdots+p_{n}\right| \leq\left|p_{1}\right|+\left|p_{2}\right|+\cdots+\left|p_{n}\right|\)
5 step solution
Problem 4
Let \(\left\\{p_{n}\right\\}\) and \(\left\\{q_{n}\right\\}\) be sequences in 3 -space with \(p_{n} \rightarrow p\) and \(q_{n} \rightarrow q\). Prove that \(\lim _{n \rightarrow x} p_{n} \cdot q_{n}=p \cdot q\)
4 step solution
Problem 4
\((a)\) What is the natural domain of the function \(g(x)=\sqrt{2-x} ?\) (b) What is the natural domain of the function \(f(x)=\sqrt{x-3}+\sqrt{2-x}\) ?
5 step solution
Problem 5
For any sets \(A\) and \(B\), let \(A-B\) be the set of those things which belong to \(A\) but do not belong to \(B\). What is \(A-(A-B) ?\) Is it true that \(C \cap(A-B)=(C \cap A)-(C \cap B)\) ?
4 step solution
Problem 5
Prove that \(|p-q| \geq|p|-|q|\)
4 step solution
Problem 5
Starting at the origin in the plane, draw a polygonal line as follows: Go 1 unit east, 2 units north, 3 units west, 4 units south, 5 units east, 6 units north, and so on. Find a formula for the \(n\) th vertex of this polygon.
3 step solution
Problem 6
(a) Which is larger, \([\sqrt{243 / 3}]\) or \([12 / \sqrt{5}]\) ? (b) Find a rational number between \(\sqrt{37}\) and \(\sqrt{39}\).
4 step solution
Problem 6
Let \(A\) and \(B\) be closed sets in the plane defined by: $$ \begin{aligned} &A=\\{\text { all }(x, y) \text { with } y \geq 2 ! \\ &B=\\{\text { all }(x, y) \text { with } x \geq 0 \text { and } y \leq x /(x+1)\\} (a) Find \(d=\operatorname{dist}(A, B)\). (b) Show there does not exist \(p \in A, q \in B\) with \(|p-q|=d\). (c) Find sequences \(\left\\{p_{n}\right\\}\) in \(A\) and \(\left\\{q_{n}\right\\}\) in \(B\) with \(\lim _{n \rightarrow x}\left|p_{n}-q_{n}\right|=d\). Does either sequence converge? \end{aligned} $$
3 step solution
Problem 6
Among the following sequences, some are subsequences of others; determine all those which are so related. (a) \(1,-1,1,-1, \ldots\) (b) \(1,1,-1,1,1,-1, \ldots\) (c) \(1, \frac{1}{2}, \frac{1}{3}, \frac{1}{4}, \frac{1}{5}, \ldots\) (d) \(1, \frac{1}{4}, \frac{1}{9}, \frac{1}{16}, \frac{1}{25}, \ldots\) (e) \(1,0, \frac{1}{2}, 0, \frac{1}{3}, 0, \frac{1}{4}, 0, \ldots\)
3 step solution
Problem 6
Sketch the level curves of the function described by \(f(x, y)=x^{2}-y^{2}\)
4 step solution
Problem 6
What are the cluster points for the set $$ S=\left\\{\text { all }\left(\begin{array}{ll} 1 & 1 \\ n & m \end{array}\right) \text { with } n=1,2, \ldots, m=1,2, \ldots\right. $$
3 step solution
Problem 7
Solve for \(P\) in each of the following equations: \((a)(2,1,-3)+P=(0,2,4)\) \((b)(1,-1,4)+2 P=3 P+(2,0,5)\)
4 step solution
Problem 7
Can one have two closed sets \(A\) and \(B\) which are disjoint (and not empty) and such that dist \((A, B)=0\) ?
4 step solution
Problem 7
Use the law of cosines in the plane and the properties of the norm and scalar product to verify that \(p \cdot q=|p \| q| \cos \theta\).
3 step solution
Problem 7
Exhibit a sequence having exactly three limit points. Can a sequence have an infin?e number of limit points? No limit points? Could a divergent sequence have exactly one limit point?
4 step solution
Problem 7
Sketch the level curves for \(f\) when (a) \(f(x, y)=y^{2}-x\) (b) \(f(p)=|p|-1\) (c) \(f(p)=\left\\{\begin{array}{ll}1 & \text { when }|p|<1 \\ x-y & \text { when }|p| \geq 1\end{array}\right.\)
3 step solution
Problem 8
Solve for the points \(P\) and \(Q\) if $$ \begin{aligned} 2 P+3 Q &=(0,1,2) \\ P+2 Q &=(1,-1,3) \end{aligned} $$
4 step solution
Problem 8
Show that the intersection \(\bigcap_{1}^{x} I_{n}\) of the nested sequence of
intervals \(\left\\{I_{n}\right\\}\) is empty in the following cases:
(a) \(I_{n}\) is the open interval \(0
2 step solution
Problem 8
Discuss the behavior of the sequence \(\left\\{a_{n}\right\\}\), where $$ a_{n}=n+1+1 / n+(-1)^{n} n $$
3 step solution
Problem 8
Sketch the level surfaces for the function \(f(x, y, z)=x^{2}+y^{2}-z^{2}\)
4 step solution
Problem 8
By constructing an example, show that the union of an infinite collection of closed sets does not have to be closed.
4 step solution
Problem 9
Solve for \(P\) and \(Q\) if $$ \begin{aligned} 3 P+Q &=(1,0,1,-4) \\ P-Q &=(2,1,2,3) \end{aligned} $$
5 step solution
Problem 9
Let \(\left\\{R_{n}\right\\}\) be a sequence of closed bounded rectangles in the plane, with \(R_{1} \supset R_{2} \supset R_{3} \supset \cdots ;\) describe \(R_{n}\) by $$ R_{n}=\left\\{\text { all }(x, y) \text { with } a_{n} \leq x \leq b_{n}, c_{n} \leq y \leq d_{n}\right\\} $$ Prove that \(\bigcap_{1}^{\alpha} R_{n} \neq \varnothing\)
5 step solution
Problem 9
Find the equation of the hyperplane in 4 -space which goes through the point \(p_{0}=\) \((0,1,-2,3)\) perpendicular to the vector \(\mathrm{a}=(4,3,1,-2)\).
3 step solution
Problem 9
If \(a_{n} \leq x_{n} \leq b_{n}\) and \(\lim _{n \rightarrow x} a_{n}=\lim _{n \rightarrow x} b_{n}=L\), show that \(\lim _{n \rightarrow x} x_{n}=L\). (This is sometimes called the "sandwich" property.)
3 step solution
Problem 9
Let \(F(x, y, z, t)=(x-t)^{2}+y^{2}+z^{2} .\) By interpreting this as the temperature at the point \((x, y, z)\) at time \(t\), see if you can get a feeling for the behavior of the function.
4 step solution
Problem 10
$$ \text { Let } A=(1,1,3) \text { and } B=(2,-1,1) \text { . Can you find a point } p \text { such that } p \cdot A=0 \text { and } p \cdot B=0 \text { ? } $$
4 step solution
Problem 10
Prove that a bounded sequence of real numbers that has exactly one limit point must be convergent. Is this still true if the sequence is unbounded?
3 step solution
Problem 10
If the angle between two hyperplanes is defined as the angle between their normals, are the hyperplanes \(3 x+2 y+4 z-2 w=5\) and \(2 x-4 y+z+w=6\) orthogonal?
3 step solution
Problem 10
Find a formula for the sequence that begins with \(1 / 2,1 / 5,1 / 10,1 / 17,1 / 26, \ldots\), and show that it converges to 0 .
3 step solution
Problem 10
Construct pictures to show that each of the following is false. (i) If \(A \subset B\). then \(\operatorname{bdy}(A) \subset \operatorname{bdy}(B)\) (ii) \(\operatorname{bd} y(S)\) is the same as the boundary of the closure of \(S\). (iii) \(\operatorname{bdy}(S)\) is the same as the boundary of the interior of \(S\). (iv) The interior of \(S\) is the same as the interior of the closure of \(S .\)
4 step solution
Problem 11
Draw a diagram to illustrate that the associative law of addition, \(p+(q+r)=(p+q)+r\), holds for the operation of addition of vectors.
5 step solution
Problem 11
Show that every noncountable set of points in the plane must have a cluster point. Must it have more than one?
4 step solution
Problem 11
Write the parametric equations of the line through \((2,3,-1,1)\) which is perpendicular to the hyperplane \(3 x+2 y-4 z+w=0\)
2 step solution
Problem 11
Prove that \(\lim _{n \rightarrow x} 1 / \sqrt{n}=0\)
3 step solution