• Home
  • Textbooks
  • Applied combinatorics
  • Introduction to Graph Theory

Applied combinatorics

Fred S. Roberts, Barry Tesman

Chapter 3

Introduction to Graph Theory - all with Video Answers

Educators


Chapter Questions

Problem 1

In the digraph of Figure 3.1, identify:
(a) The set of vertices
(b) The set of arcs

Check back soon!

Problem 1

For the digraph $D_8$ of Figure 3.7:
(a) Find a path that is not a simple path.
(b) Find a closed path.
(c) Find a simple path of length 4 .
(d) Determine if $q,(q, t), t,(t, s), s,(s, q), q$ is a cycle.
(e) Find a cycle of length 3 containing vertex $p$.

Check back soon!

Problem 1

Consider the following four tours of garbage trucks on the West Side of New York City. Tour 1 visits sites from 21st to 30th Streets, tour 2 visits sites from 28 th to 40 th Streets, tour 3 visits sites from 35 th to 50 th Streets, and tour 4 visits sites from 80 th to 110 th Streets. Draw the corresponding tour graph.

Check back soon!

Problem 1

Find the chromatic polynomial of each graph in Figure 3.63.

Check back soon!

Problem 1

Draw the sort tree for sorting mail if the "ZIP code" consists of four digits, each being 0,1 , or 2 .

Check back soon!
00:57

Problem 1

In the rooted tree of Figure 3.91, find the level of each vertex.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 1

For each digraph of Figure 3.7, find:
(a) Its adjacency matrix
(b) An arc list
(c) Two linear arrays that can be used to input the arcs
(d) An adjacency structure

Check back soon!

Problem 1

Show that $R(p, 2) \geq p$.

Check back soon!
03:11

Problem 2

Repeat Exercise 1 for the digraph of Figure 3.5.

Brian Francisco
Brian Francisco
Numerade Educator

Problem 2

For the graph of Figure 3.18:
(a) Find a closed chain that is not a circuit.
(b) Find the longest circuit.
(c) Find a chain different from the one in the text which is not simple.
(d) Find a closed chain of length 6.

Check back soon!

Problem 2

In Exercise 1, can the tours each be scheduled on Monday or Tuesday in such a way that no site is visited twice on the same day?

Check back soon!

Problem 2

For each graph in Figure 3.63, find the number of ways to color the graph in at most three colors.

Check back soon!

Problem 2

Find all nonisomorphic trees of four vertices.

Check back soon!
00:57

Problem 2

In each rooted tree of Figure 3.92, find the level of each vertex.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 2

For each graph of Figure 3.23, find an incidence matrix.

Check back soon!
01:05

Problem 2

Use Figure 3.96(b) to show that $R(3,5) \geq 14$.

Carson Merrill
Carson Merrill
Numerade Educator

Problem 3

. Repeat Exercise 1 for the digraph $D_4$ of Figure 3.7.

Check back soon!

Problem 3

Give an example of a digraph and a path in that digraph which is not a simple path but has no repeated arcs.

Check back soon!
02:55

Problem 3

For each graph of Figure 3.47:
(a) Determine if it is 3 -colorable.
(b) Determine its chromatic number $\chi(G)$.

Carson Merrill
Carson Merrill
Numerade Educator

Problem 3

The chromatic polynomial $P(M, x)$ of a map $M$ is the number of ways to color $M$ in $x$ or fewer colors. Find $P(M, x)$ for the map of Figure 3.64.

Check back soon!

Problem 3

Find nonisomorphic trees of five vertices.

Check back soon!
00:57

Problem 3

In each rooted tree of Figure 3.92, find the height of the tree.

Victoria Dollar
Victoria Dollar
Numerade Educator
04:27

Problem 3

Draw the digraph whose adjacency matrix is given by
(a) $A=\left(\begin{array}{lllll}0 & 0 & 0 & 1 & 1 \\ 1 & 0 & 0 & 0 & 0 \\ 1 & 0 & 0 & 1 & 0 \\ 0 & 1 & 0 & 0 & 1 \\ 1 & 1 & 1 & 0 & 0\end{array}\right)$;
(b) $\mathbf{A}=\left(\begin{array}{llllll}0 & 1 & 0 & 0 & 1 & 0 \\ 0 & 0 & 1 & 0 & 0 & 1 \\ 0 & 0 & 0 & 1 & 0 & 0 \\ 1 & 0 & 0 & 0 & 1 & 0 \\ 0 & 1 & 0 & 0 & 0 & 1 \\ 1 & 0 & 0 & 0 & 0 & 0\end{array}\right)$.

Cory Glover
Cory Glover
Numerade Educator

Problem 3

Use Figure $3.96(c)$ to show that $R(4,4) \geq 18$.

Check back soon!

Problem 4

In each of the graphs of Figure 3.9, identify:
(a) The set of vertices
(b) The set of edges

Check back soon!

Problem 4

Give an example of a graph in which the shortest circuit has length 5 and the longest circuit has length 8.

Check back soon!
01:15

Problem 4

A local zoo wants to take visitors on animal feeding tours and has decided on the following tours. Tour 1 visits the lions, elephants, and ostriches; tour 2 the monkeys, birds, and deer; tour 3 the elephants, zebras, and giraffes; tour 4 the birds, reptiles, and bears; and tour 5 the kangaroos, monkeys, and seals. If animals should not get fed more than once a day, can these tours be scheduled using only Monday, Wednesday, and Friday?

Manisha Sarker
Manisha Sarker
Numerade Educator

Problem 4

Let $L_n$ be the graph consisting of a simple chain of $n$ vertices. Find a formula for $P\left(L_n, x\right)$.

Check back soon!

Problem 4

Find:
(a) The number of vertices in a tree of 10 edges
(b) The number of edges in a tree of 10 vertices

Check back soon!
00:57

Problem 4

In each rooted tree of Figure 3.92, find all descendants of the vertex $b$.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 4

Find the digraph whose vertices are $a, b, c, d, e, f$ and $w$ hose arc list is

$$
\{(b, a),(f, a),(b, d),(e, c),(e, b),(c, a),(c, e),(a, d)\}
$$

Check back soon!

Problem 4

Let $G$ be a complete graph on 25 vertices and let the edges of $G$ be colored either brown or green. If there is no green triangle, what is the largest complete brown $m$-gon you can be sure $G$ has?

Check back soon!

Problem 5

In digraph $D_5$ of Figure 3.7, find a vertex adjacent to vertex $y$.

Check back soon!

Problem 5

For each digraph of Figure 3.7, determine if it is strongly connected.

Check back soon!

Problem 5

The following tours of garbage trucks in New York City are being considered (behind the mayor's back). Tour 1 picks up garbage at the Empire State Building, Madison Square Garden, and Pier 42 on the Hudson River. Tour 2 visits Greenwich Village, Pier 42, the Empire State Building, and the Metropolitan Opera House. Tour 3 visits Shea Stadium, the Bronx Zoo, and the Brooklyn Botanical Garden. Tour 4 goes to the Statue of Liberty and Pier 42; tour 5 to the Statue of Liberty, the

Check back soon!

Problem 5

For each of the graphs of Figure 3.65, find the chromatic polynomial using reduction theorems. (You may reduce to graphs with previously known chromatic polynomials.)

Check back soon!

Problem 5

. Check Theorem 3.1 for every graph of Figure 3.76.

Check back soon!
00:57

Problem 5

For each tree in Figure 3.71, label each vertex and select a vertex for the root. Determine the level of the remaining vertices and the height of the tree.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 5

Find the digraph whose vertices are $a, b, c, d, e$ and $w$ hose arcs are encoded by the two linear arrays $(a, b, c, c, d, d, e),(b, d, a, d, c, e, a)$.

Check back soon!

Problem 5

For each of the graphs of Figure 3.97, either find a clique of 3 vertices or an independent set of 3 vertices, or conclude that neither of these can be found.

Check back soon!

Problem 6

In the graph of Figure 3.1, find all neighbors of the vertex New York.

Check back soon!
01:36

Problem 6

Which of the graphs of Figure 3.23 are connected?

Brian Lin
Brian Lin
Numerade Educator
02:17

Problem 6

The following committees need to have meetings scheduled.

$$
\begin{aligned}
& A=\{\text { Smith, Jones, Brown, Green }\} \\
& B=\{\text { Jones, Wagner, Chase }\} \\
& C=\{\text { Harris, Oliver }\} \\
& D=\{\text { Harris, Jones, Mason }\} \\
& E=\{\text { Oliver, Cummings, Larson }\}
\end{aligned}
$$

Are three meeting times sufficient to schedule the committees so that no member has to be at two meetings simultaneously? Why?

Carson Merrill
Carson Merrill
Numerade Educator

Problem 6

If $G$ is the graph of Figure 3.65(a), express $P(G, x)$ in terms of polynomials $P\left(I_k, x\right)$ for various $k$.

Check back soon!

Problem 6

Give an example of a graph $G$ with $n=e+1$ but such that $G$ is not a tree.

Check back soon!

Problem 6

Is the tree of Figure 3.91 a binary search tree? If so, describe how to find the key 7.

Check back soon!

Problem 6

Find the digraph whose adjacency structure is given by Table 3.6.

Check back soon!

Problem 6

Let $G$ be any graph of 11 vertices and chromatic number 3 .
(a) Does $G$ necessarily have either a clique of 3 vertices or an independent set of 3 vertices?
(b) Does $G$ necessarily have either a clique of 4 vertices or an independent set of 3 vertices?

Check back soon!

Problem 7

Draw atransportation network with the cities New York, Paris, Vienna, Washington, DC, and Algiers as vertices, and an edge joining two cities if it is possible to travel between them by road.

Check back soon!

Problem 7

For each digraph of Figure 3.24:
(a) Find a subgraph that is not a generated subgraph.
(b) Find the subgraph generated by vertices 5, 8, and 9.
(c) Find a strongly connected generated subgraph.

Check back soon!
01:29

Problem 7

In assigning frequencies to mobile radio telephones, a "zone" gets a frequency to be used by all vehicles in that zone. Two zones that interfere (because of proximity or for meteorological reasons) must get different frequencies. How many different frequencies are required if there are 6 zones, $a, b, c, d, e$, and $f$, and zone $a$ interferes with zone $b$ only; $b$ with $a, c$, and $d ; c$ with $b, d$, and $e ; d$ with $b, c$, and $e ; c$ with $c, d$, and $f$; and $f$ with $e$ only?

Carson Merrill
Carson Merrill
Numerade Educator
03:38

Problem 7

If $L_n$ is as defined in Exercise 4, what is the relation among $P\left(Z_n, x\right), P\left(Z_{n-1}, x\right)$, and $P\left(L_n, x\right)$ ?

Mengchun Cai
Mengchun Cai
Numerade Educator

Problem 7

For each graph of Figure 3.23, either find a spanning tree or argue that none exists.

Check back soon!

Problem 7

. Find a balanced binary tree (as defined in footnote 29 ) with $n$ vertices where:
(a) $n=5$
(b) $n=8$
(c) $n=12$
(d) $n=15$

Check back soon!

Problem 7

Calculate the adjacency matrix for each of the graphs of Figure 3.9. (The adjacency matrix is the adjacency matrix of the corresponding digraph.)

Check back soon!
02:05

Problem 7

Let $G$ be a graph of 16 vertices and largest clique of size 3 .
(a) Does $G$ necessarily have an independent set of 4 vertices?
(b) Of 5 vertices?

Anand Jangid
Anand Jangid
Numerade Educator

Problem 8

Draw a communication network for a team fighting a forest fire.

Check back soon!

Problem 8

For the graph of Figure 3.25:
(a) Find a subgraph that is not a generated subgraph.
(b) Find a generated subgraph that is connected but not a connected component.
(c) Find all connected components.

Check back soon!
06:45

Problem 8

In assigning work areas to workers, we want to be sure that if two such workers will interfere with each other, they will get different work areas. How many work areas are required if there are six workers, $a, b, c, d, e$, and $f$, and worker $a$ interferes with workers $b, e$, and $f$; worker $b$ with workers $a, c$, and $f$; worker $c$ with $b, d$, and $f$; worker $d$ with $c, e$, and $f ; e$ with $a, d$, and $f$; and $f$ with all other workers?

Heena Haldankar
Heena Haldankar
Numerade Educator

Problem 8

. Use reduction theorems to find the chromatic polynomial of the map of Figure 3.66 (see Exercise 3). You may use the result of Exercise 4.

Check back soon!
05:25

Problem 8

In each graph with weights on edges shown in Figure 3.82, find a spanning tree with minimum total weight.

Chris Trentman
Chris Trentman
Numerade Educator

Problem 8

Find a complete binary tree of:
(a) Height 3 and 8 leaves
(b) Height 3 and fewer than 8 leaves

Check back soon!
37:02

Problem 8

Find the point-set incidence matrix for graph $G$ of Figure 3.76 if:
(a) $S=V(G)$ and $\mathcal{F}=$ all spanning trees of $G$
(b) $S=E(G)$ and $\mathcal{F}=$ all spanning trees of $G$

Anthony Ramos
Anthony Ramos
Numerade Educator

Problem 8

Color the edges of $K_{10}$ either red or blue.
(a) Show that if there are at least 4 red edges from one vertex, there are 3 vertices all joined by red edges or 4 vertices all joined by blue edges.
(b) Similarly, if there are at least 6 blue edges from a vertex, show that either there are 3 vertices all joined by red edges or 4 vertices all joined by blue edges.
(c) Show that by parts (a) and (b), $K_{10}$ has in any coloring of its edges with red or blue colors either 3 vertices all joined by red edges or 4 vertices all joined by blue edges.
(d) Does part (c) tell you anything about a Ramsey number?

Check back soon!
02:57

Problem 9

Draw a digraph representing the following football tournament. The teams are Michigan, Ohio State, and Northwestern. Michigan beats Ohio State, Ohio State beats Northwestern, and Northwestern beats Michigan.

Willis James
Willis James
Numerade Educator

Problem 9

A digraph is unilaterally connected if for every pair of vertices $u$ and $v$, either $v$ is reachable from $u$ or $u$ is reachable from $v$, but not necessarily both.
(a) Give an example of a digraph that is unilaterally connected but not strongly connected.
(b) For each digraph of Figure 3.7, determine if it is unilaterally connected.

Check back soon!
02:47

Problem 9

In a given loop of a program, six variables arise. Variable $A$ must be stored in steps 1 through 4 , variable $B$ in steps 3 through 6 , variable $C$ in steps 4 through 7 , variable $D$ in steps 6 through 9, variable $E$ in steps 8 and 9, and variable $F$ in steps 9 and 10. How many index registers are required for storage?

Nick Johnson
Nick Johnson
Numerade Educator

Problem 9

Let $N(G, x)$ be the number of ways of coloring $G$ in exactly $x$ colors. Find $N(G, x)$ for each of the following graphs $G$ and the given values of $x$.
(a) $Z_5, x=4$
(b) $K_5, x=6$
(c) $L_5, x=3$
(d) Find an expression for $P(G, x)$ in terms of the numbers $N(G, r)$ for $r \leq x$.

Check back soon!

Problem 9

A forest is a graph each of whose connected components is a tree. If a forest has $n$ vertices and $k$ components, how many edges does it have?

Check back soon!

Problem 9

Find a complete binary tree of 11 vertices with:
(a) As large a height as possible
(b) As small a height as possible

Check back soon!

Problem 9

If $D^{\mathrm{c}}$ is the complementary digraph of $D$ (Exercise 34, Section 3.2), what is $\mathbf{A}(D)+$ $\mathbf{A}\left(D^c\right)$ ?

Check back soon!

Problem 9

Let $G$ be a tree of 20 vertices.
(a) Does $G$ necessarily have an independent set of 5 vertices?
(b) Of 6 vertices?

Check back soon!

Problem 10

Draw a program digraph for a computer program of your choice.

Check back soon!

Problem 10

A digraph is weakly connected if when all directions on arcs are disregarded, the resulting graph (or possibly multigraph) is connected.
(a) Give an example of a digraph that is weakly connected but not unilaterally connected.
(b) Give an example of a digraph that is not weakly connected.
(c) For each digraph of Figure 3.7, determine if it is weakly connected.

Check back soon!

Problem 10

Find the graphs corresponding to the maps of Figure 3.48. Note that a single common point does not qualify as a common boundary.

Check back soon!

Problem 10

If we have a coloring of some vertices of $G$, we call this a subcoloring of $G$. A coloring of all the vertices of $G$ that agrees with a subcoloring of some of the vertices of $G$ is called an extension of the subcoloring. Figure 3.67 shows a graph $G$ and three subcolorings of $G$. If there is just one more color available, say blue, then the first subcoloring can be extended to $G$ in just one way, namely by coloring vertex $a$ blue and vertex $b$ red. However, the second subcoloring can be extended to a subcoloring of $G$ in two ways, by coloring $a$ blue and $b$ red, or by coloring $a$ red and $b$ blue.
(a) How many extensions are there of the third subcoloring shown in Figure 3.67?
(b) Consider the graph $G$ of Figure 3.68 and the subcoloring of the vertices $a, b$, and $c$ shown in that figure. How many extensions are there of this subcoloring to all of $G$ if only the colors green, red, blue, and brown are available?
(c) Consider the graphs of Figure 3.69 and the subcolorings show $n$ in that figure. Find the number of extensions of each subcoloring to a coloring of the whole graph in three or fewer colors, if red, blue, and green are the three colors available.

Check back soon!

Problem 10

A simpler "proof" of uniqueness in Theorem 3.18 would be as follows. Suppose that $C_1$ and $C_2$ are two distinct simple chains joining $x$ and $y$. Then $C_1$ followed by $C_2$ is a closed chain. But if a graph has a closed chain, it must have a circuit. Show that the latter statement is false.

Check back soon!

Problem 10

Find a binary search tree with $n$ vertices where $n$ is:
(a) 10
(b) 14
(c) 18
(d) 20

Check back soon!

Problem 10

Suppose that it requires one step to scan an entry in a list or an array. Suppose that a digraph is stored as an adjacency matrix.
(a) How many steps are required to mark all vertices $x$ adjacent to a particular vertex $y$, that is, such that $(x, y)$ is an arc?
(b) How many steps are required to mark or count all arcs?

Check back soon!

Problem 10

Color the edges of the graph $K_{17}$ in red, white, or blue. This exercise will argue that there are 3 vertices all joined by edges of the same color.
(a) Fix one vertex $a$. Show that of the edges joining this vertex, at least 6 must have the same color.
(b) Suppose that the 6 edges in (a) are all red. These lead from $a$ to 6 vertices, $b$, $c, d, e, f$, and $g$. Argue from here that either $K_{17}$ has a red triangle, a blue triangle, or a white triangle.
(c) What does the result say about the Ramsey numbers $R(p, q ; r)$ defined in Exercise 33 of Section 2.19.

Check back soon!
00:32

Problem 11

Draw a similarity graph involving some terms related to ecology.

Yifan Xu
Yifan Xu
Numerade Educator

Problem 11

Prove that if $v$ is reachable from $u$ in digraph $D$, there is a simple path from $u$ to $v$ in $D$.

Check back soon!
02:55

Problem 11

. Translate the map of Figure 3.49 into a graph $G$ and calculate $\chi(G)$.

Carson Merrill
Carson Merrill
Numerade Educator

Problem 11

Repeat Exercise 10(c), finding the number of extensions using at most $x$ colors, $x \geq 3$.

Check back soon!
02:07

Problem 11

In a connected graph with 15 edges, what is the maximum possible number of vertices?

Prathan Jarupoonphol
Prathan Jarupoonphol
Numerade Educator

Problem 11

Find the minimum height of a binary tree of $n$ vertices where $n$ is:
(a) 74
(b) 512
(c) 4095

Check back soon!

Problem 11

Repeat Exercise 10 if the digraph is stored as an arc list.

Check back soon!
02:17

Problem 11

Let $G_1$ and $G_2$ be graphs. An integer $N$ is said to have the graph Ramsey property $\left(G_1, G_2\right)$ if every coloring of the edges of the complete graph $K_N$ in the colors 1 and 2 gives rise, for some $i$, to a subgraph that is (isomorphic to) $G_i$ and is colored all in color $i$, that is, to a monochromatic $G_i$, for $i=1$ or 2 . The graph Ramsey number $R\left(G_1, G_2\right)$ is the smallest $N$ with the graph Ramsey property $\left(G_1, G_2\right)$. (It is not hard to show that this is well defined. See Chartrand and Lesniak [1996] or Graham, Rothschild, and Spencer [1990].) If $L_p$ is the chain of $p$ vertices and $Z_q$ is the circuit of $q$ vertices:
(a) Show that $R\left(L_3, L_3\right)=3$.
(b) Show that $R\left(L_4, L_4\right)=5$.
(c) Find $R\left(L_3, L_4\right)$.
(d) Find $R\left(L_8, Z_4\right)$.
(e) Find $R\left(L_4, Z_4\right)$.
(f) Find $R\left(Z_4, Z_4\right)$.

Clarissa Noh
Clarissa Noh
Numerade Educator
02:09

Problem 12

A food web is a digraph whose vertices are some species in an ecosystem and which has an arc from $x$ to $y$ if $x$ preys on $y$. Draw a food web for the set of species \{deer, mountain lion, eagle, mouse, fox, grass \}.

Joanna Quigley
Joanna Quigley
Numerade Educator

Problem 12

Suppose that a system defined by a graph $G$ works if and only if the vertices of $G$ and the working edges form a connected subgraph of $G$. Under what circumstances does each of the systems given in Figure 3.26 work?

Check back soon!
01:22

Problem 12

For each graph of Figure 3.50:

Aman Gupta
Aman Gupta
Numerade Educator

Problem 12

Show that the following could not be chromatic polynomials.
(a) $P(x)=x^8-1$
(b) $P(x)=x^5-x^3+2 x$
(c) $P(x)=2 x^3-3 x^2$
(d) $P(x)=x^3+x^2+x$
(e) $P(x)=x^3-x^2+x$
(f) $P(x)=x^4-3 x^3+3 x^2$
(g) $P(x)=x^9+x^8-x^7-x^6$

Check back soon!
02:00

Problem 12

In a connected graph with 25 vertices, what is the minimum possible number of edges?

Narayan Hari
Narayan Hari
Numerade Educator

Problem 12

A complete binary tree can be used to encode bit strings of $n$ bits as follows. At any vertex, its left child is la beled 0 and its right child is labeled 1. A bit string then corresponds to a simple chain from the root to a vertex with no children. Draw such a tree for $n=4$ and identify the simple chain corresponding to the string 1011 .

Check back soon!
03:11

Problem 12

Repeat Exercise 10 if the digraph is stored as an adjacency structure.

Brian Francisco
Brian Francisco
Numerade Educator

Problem 12

. (Chvatal and Harary [1972]) Let $c(G)$ be the size of the largest connected component of $G$. Show that

$$
R(G, H) \geq(\chi(G)-1)(c(H)-1)+1 .
$$

Check back soon!
04:02

Problem 13

Sometimes, we say that two species in an ecosystem compete if they have a common prey. We can build a competition graph (Example 3.7) from a food web in this way. Find the competition graph for the food web of Exercise 12.

Eric Mockensturm
Eric Mockensturm
Numerade Educator

Problem 13

In a digraph $D$, a strong component is a strongly connected, generated subgraph which is maximal in the sense that it is not contained in any larger, strongly connected, generated subgraph. For example, in digraph $D_5$ of Figure 3.7, the subgraph generated by vertices $x, y, v$ is strongly connected, but not a strong component since the subgraph generated by $x, y, v, u$ is also strongly connected. The latter is astrong component. So is the subgraph generated by the single vertex $w$ and the subgraph generated by the vertices $z$ and $a$. There are no other strong components. (For applications of strong components to communication networks, to energy demand, and to Markov models of probabilistic phenomena, see Roberts [1976].) Find all strong components of each digraph of Figure 3.7.

Check back soon!

Problem 13

Let $G$ be any graph of 17 vertices and chromatic number 4 .
(a) Does $G$ necessarily have an independent set of size 4 ?
(b) Does $G$ necessarily have an independent set of size 5 ?

Check back soon!

Problem 13

Prove parts (c) and (d) of Theorem 3.12.

Check back soon!
02:00

Problem 13

What is the maximum number of vertices in a graph with 15 edges and three components?

Narayan Hari
Narayan Hari
Numerade Educator

Problem 13

Of all ternary (3-ary) trees on $n$ vertices, what is the least possible height?

Check back soon!

Problem 13

If $D$ is a digraph of $n$ vertices, its reachability matrix is an $n \times n$ matrix $\mathbf{R}$ whose $i, j$ entry $r_{i j}$ is 1 if vertex $j$ is reachable from vertex $i$ by a path, and 0 otherwise. For each digraph of Figure 3.7, find its reachability matrix. (Note that $i$ is always reachable from i.)

Check back soon!

Problem 13

(Chvatal [1977]) If $T_m$ is a tree on $m$ vertices, show that

$$
R\left(T_m, K_n\right)=1+(m-1)(n-1)
$$

Check back soon!
02:29

Problem 14

Generalizing Exercise 13, we can define the competition graph $G$ corresponding to any digraph $D$ by letting $V(G)=V(D)$ and letting $\{x, y\} \in E(G)$ if and only if there is $a \in V(D)$ so that $(x, a)$ and $(y, a)$ are in $A(D)$. Find the competition graph corres ponding to each of the digraphs of Figure 3.7.

Adam Dehollander
Adam Dehollander
Numerade Educator

Problem 14

Find all strong components for the police force of Figure 3.2.

Check back soon!

Problem 14

If the vertices of the circuit of length $11, Z_{11}$, are colored in four colors, what can you say about the size of the largest set of vertices each of which gets the same color?

Check back soon!
09:12

Problem 14

Prove parts (a) and (b) of Theorem 3.12 together, by induction on the number $e$ of edges and by use of the Fundamental Reduction Theorem.

Anthony Ramos
Anthony Ramos
Numerade Educator

Problem 14

14. Prove the converse of Theorem 3.18; that is, if $G$ is any graph and any two vertices are joined by exactly one simple chain, then $G$ is a tree.

Check back soon!
03:35

Problem 14

Using the code tree in Figure 3.85, decode the following transmissions:
(a) 0100100010110011
(b) 00010111001010001011100101

Adam Conner
Adam Conner
Numerade Educator

Problem 14

What is the relationship between the reachability matrix of $D, \mathbf{R}(D)$, and $\mathbf{R}\left(D^2\right)$ ?

Check back soon!

Problem 15

Show that in a graph $G$ with $n$ vertices and $e$ edges, there is a vertex of degree at least $2 e / n$.

Check back soon!

Problem 15

In a digraph $D$, show that:
(a) Every vertex is in some strong component.
(b) Every vertex is in at most one strong component.

Check back soon!

Problem 15

Give examples of graphs $G$ so that:
(a) $\chi(G)=\omega(G)$
(b) $\chi(G)>\omega(G)$

Check back soon!

Problem 15

Prove Theorem 3.13 by induction on the number $e$ of edges and by use of the Fundamental Reduction Theorem.

Check back soon!

Problem 15

Prove that if two nonadjacent vertices of a tree are joined by an edge, the resulting graph will have a circuit.

Check back soon!

Problem 15

Suppose that a dataset $D$ consists of the four suits in a deck of cards.
(a) Find a prefix code for $D$ whose longest bit string is length 2. Draw the associated code tree.
(b) Find a prefix code for $D$ with one bit string of length 3 and the rest shorter. Draw the associated code tree.

Check back soon!

Problem 15

Show that $D$ is strongly connected if and only if its reachability matrix (Exercise 13) is $\mathbf{J}$, the matrix of all 1's.

Check back soon!
01:39

Problem 16

Can the number of vertices of odd degree in a graph be odd? Why?

Akash M
Akash M
Numerade Educator

Problem 16

Show that a graph is connected if and only if it has a chain going through all the vertices.

Check back soon!

Problem 16

Let $\theta(G)$ be the size of the smallest set $S$ of cliques of $G$ so that every vertex is in some clique of $S$. What is the relation between $\theta(G)$ and $\chi(G)$ ?

Check back soon!

Problem 16

Prove Theorem 3.14 from Theorem 3.13, by induction on the number $e$ of edges.

Check back soon!
03:56

Problem 16

Prove that if any edge is deleted from a tree, the resulting graph will be disconnected.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 16

Find bit strings of length 4 or less for $g$ and $h$ to produce a prefix code for $\{a, b, c$, $d, e, f, g, h\}$, where the following bit strings have already been assigned:

$$
a: 00 \quad b: 011 \quad c: 10 \quad d: 1100 \quad e: 1101 \quad f: 111 .
$$

(Hint: Draw the code tree.)

Check back soon!

Problem 16

If $D$ is a digraph with adjacency matrix $\mathbf{A}$, show by induction on $k$ that the $i, j$ entry of $\mathbf{A}^k$ gives the number of paths of length $k$ in $D$ that lead from $i$ to $j$.

Check back soon!
04:33

Problem 17

Figure 3.14 shows a graph and three labelings of its vertices.
(a) Are the first two labelings the same? Why?
(b) Are the first and the third? Why?

Melissa Munoz
Melissa Munoz
Numerade Educator

Problem 17

Prove that a digraph is strongly connected if and only if it has a closed path going through all the vertices.

Check back soon!

Problem 17

Can any graph containing $K_5$ as a subgraph be planar? Why?

Check back soon!

Problem 17

Prove that $P(G, q) \leq q(q-1)^{n-1}$ for any positive integer $q$, if $G$ is connected with $n$ vertices.

Check back soon!

Problem 17

If we have an (connected) electrical network with $\varepsilon$ elements (edges) and $n$ nodes (vertices), what is the minimum number of elements we have to remove to eliminate all circuits in the network?

Check back soon!
00:38

Problem 17

Using Algorithm 3.2, find an optimal code tree for transmitting the following grades:
(a) 4 A 's, 4 B 's, 4 B -'s, 4 C 's, $4 \mathrm{C}-$ 's, 4 D 's, $4 \mathrm{D}-$ 's, 4 F 's
(b) 8 A 's, $6 \mathrm{~A}-$ 's, $4 \mathrm{~B}+$ 's, $1 \mathrm{~B}, 5 \mathrm{~B}-$ 's, $9 \mathrm{C}+$ 's, 11 C 's, $5 \mathrm{C}-$ 's, $3 \mathrm{D}+$ 's, 3 D 's, 5 D-'s, 1 F

David Collins
David Collins
Numerade Educator

Problem 17

If $G$ is a graph with adjacency matrix $\mathbf{A}$ (Exercise 7), what is the interpretation in graph (as opposed to digraph) language of the $i, j$ entry of $\mathbf{A}^k$ (Exercise 16)?

Check back soon!

Problem 18

Figure 3.15 shows a digraph and three labelings of its vertices.
(a) Are the first two labelings the same? Why?
(b) Are the first and the third? Why?

Check back soon!

Problem 18

Prove that in a unilaterally connected digraph $D$, in any set of vertices, there is a vertex that can reach (using arcs of $D$ ) all others in the set.

Check back soon!
02:28

Problem 18

Suppose that there are four houses and four utilities, and each house is joined by an edge to each utility. Is the resulting graph planar? Why?

Willis James
Willis James
Numerade Educator

Problem 18

Prove that $P(G, \lambda) \neq 0$ for any $\lambda<0$.

Check back soon!

Problem 18

If $G$ is a tree of $n$ vertices, show that its chromatic polynomial is given by

$$
P(G, x)=x(x-1)^{n-1} .
$$

Check back soon!
16:16

Problem 18

Consider the following data: 3 A 's, 4 B 's, 7 C 's, 14 D 's, 14 F 's.
(a) Show that Algorithm 3.2 can produce optimal code trees of different heights.
(b) How can you modify Algorithm 3.2 to produce minimum-height optimal code trees?

Bobby Barnes
Bobby Barnes
University of North Texas
03:57

Problem 18

Suppose that a square $0-1$ symmetric matrix has 0 's on its diagonal. Is it necessarily the adjacency matrix of some graph?

Chris Trentman
Chris Trentman
Numerade Educator
02:37

Problem 19

Find the number of labeled graphs with 4 vertices and 2 edges by using Equation (3.1). Check by drawing all such graphs.

Prathan Jarupoonphol
Prathan Jarupoonphol
Numerade Educator

Problem 19

In a communication network, suppose that an arc from $x$ to $y$ means that a message can be sent directly from $x$ to $y$. If we want to place a message with as small a set of vertices as possible, so that it is possible for the message to reach all other vertices (perhaps in more than one step), what is the smallest number of vertices needed if the communication network is:
(a) Strongly connected?
(b) Unilaterally connected?

Check back soon!

Problem 19

Could $K_6$ come from a map? Why?

Check back soon!

Problem 19

(a) If $G$ has $k$ connected components, show that the smallest $i$ such that $x^i$ has a nonzero coefficient in $P(G, x)$ is at least $k$.
(b) Is this smallest $i$ necessarily equal to $k$ ? Why?
(c) Prove that if $P(G, x)=x(x-1)^{n-1}$, then $G$ is connected.

Check back soon!

Problem 19

Use the result of Exercise 18 to determine the chromatic number of a tree.

Check back soon!

Problem 19

Find a set of data for which the tree of Figure 3.93 is an optimal code tree.

Check back soon!
01:07

Problem 19

For digraphs $D_1, D_2$, and $D_7$ of Figure 3.7, use the result of Exercise 16 to find the number of paths of length 3 from $u$ to $v$. Identify the paths.

Supratim Pal
Supratim Pal
Numerade Educator
09:35

Problem 20

How many different labeled graphs are there with 4 vertices and an even number of edges?

Chris Trentman
Chris Trentman
Numerade Educator

Problem 20

In Exercise 19, if the communication network is weakly connected, can we always place a message with at most half of the vertices to guarantee that it can reach all other vertices?

Check back soon!

Problem 20

(a) Can $K_3$ be obtained by subdivision from $K_2$ ?
(b) Are $K_2$ and $K_3$ homeomorphic?

Check back soon!

Problem 20

Suppose that $W_n$ is the wheel of $n+1$ vertices, that is, the graph obtained from $Z_n$ by adding one vertex and joining it to all vertices of $Z_n . W_4$ and $W_5$ are show $n$ in Figure 3.70. Find $P\left(W_n, x\right)$. You may leave your answer in terms of $P\left(Z_n, x\right)$.

Check back soon!
00:44

Problem 20

Find the chromatic number of a tree by showing that every tree is bipartite.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 20

This exercise proves the optimality of Algorithm 3.2's output.
(a) Show that an optimal code tree for a given set of data is always a complete binary tree.
(b) Show that Algorithm 3.2's output is optimal for datasets containing two symbols.
(c) Assume that Algorithm 3.2's output is optimal for datasets containing $n-1$ symbols, $n>2$. Then, given a dataset $D$ containing $n$ symbols, remove the two symbols $s_i$ and $s_j$ with smallest frequencies (weights) $f_i$ and $f_j$, and replace them with a single symbol $s_{i j}$ with frequency $f_{i j}=f_i+f_j$. What can you say about Algorithm 3.2's output on these new data?
(d) Attach to vertex $s_{i j}$ two children $s_i$ and $s_j$ with weights $f_i$ and $f_j$, respectively. Explain why this new tree would be produced by Algorithm 3.2.
(e) Explain why this new tree is an optimal code tree for a dataset of $n$ symbols.

Check back soon!
05:54

Problem 20

If $D$ is a digraph, its incidence matrix has rows corresponding to vertices and columns to arcs, with $i, j$ entry equal to 1 if $j$ is the arc $(i, k)$ for some $k,-1$ if $j$ is the arc ( $k, i$ ) for some $k$, and 0 otherwise.
(a) Find the incidence matrix for each digraph of Figure 3.7.
(b) How many bits of storage are required for the incidence matrix?
(c) If $\mathrm{M}=\left(m_{i j}\right)$ is the incidence matrix of digraph $D$, what is the significance of the matrix $\mathrm{N}=\left(n_{i j}\right)$, where $n_{i j}=\sum_k m_{i k} m_{j k}$ ?
(d) If $D$ is strongly connected, can we ever get away with fewer bits of storage than are needed for the adjacency matrix?

Chris Trentman
Chris Trentman
Numerade Educator

Problem 21

Find the number of labeled digraphs with 4 vertices and 2 arcs by using Equation (3.4). Check by drawing all such digraphs.

Check back soon!

Problem 21

Show from the result of Exercise 18 that a digraph is unilaterally connected if and only if it has a path going through all the vertices.

Check back soon!

Problem 21

Which of the graphs of Figure 3.47 are planar?

Check back soon!
09:24

Problem 21

If $Z_n$ is the circuit of length $n$ :
(a) Show that for $n \geq 3,(-1)^n\left[P\left(Z_n, x\right)-(x-1)^n\right]$ is constant, independent of $n$.
(b) Solve for $P\left(Z_n, x\right)$ by evaluating the constant in part (a).

Uma Kumari
Uma Kumari
Numerade Educator

Problem 21

Show that the converse of the result in Exercise 18 is true, that is, if

$$
P(G, x)=x(x-1)^{n-1}
$$

then G is a tree.

Check back soon!

Problem 21

Suppose that we have a fully balanced binary search tree, that is, a balanced binary search tree (see footnote 29 on page 207) in which every vertex with no children is at the same level. Assume that a file is equally likely to be at any of the $n$ vertices of $T$. What is the computational complexity of file search using $T$ if we measure complexity using the average number of steps to find a file rather than the largest number of steps to find one.

Check back soon!

Problem 21

If $\mathrm{M}=\left(m_{i j}\right)$ is any matrix of nonnegative entries, let $B(\mathrm{M})$ be the matrix whose $i, j$ entry is 1 if $m_{i j}>0$ and 0 if $m_{i j}=0$. Show that if $D$ is a digraph of $n$ vertices with reachability matrix $\mathbf{R}$ and adjacency matrix $\mathbf{A}$, and $\mathbf{I}$ is the identity matrix, then:
(a) $\mathbf{R}=B\left[\mathbf{I}+\mathbf{A}+\mathbf{A}^2+\cdots+\mathbf{A}^{n-1}\right]$
(b) $\mathbf{R}=B\left[(\mathbf{I}+\mathbf{A})^{n-1}\right]$

Check back soon!

Problem 22

Prove Equation (3.6).

Check back soon!

Problem 22

(a) Give an example of a strongly connected digraph that has nocycle through all the vertices.
(b) Does every unilaterally connected digraph have a simple path through all the vertices?

Check back soon!

Problem 22

Prove that graph (a) of Figure 3.51 is nonplanar using:
(a) Kuratowski's Theorem (Theorem 3.2)
(b) Theorem 3.3

Check back soon!

Problem 22

Suppose that $H$ is a clique of $G$ and that we have two different subcolorings of $H$ in at most $x$ colors. Show that the number of extensions to a coloring of $G$ in at most $x$ colors is the same for each subcoloring.

Check back soon!

Problem 22

Suppose that $G$ is a tree, $\{u, v\}$ is an edge of $G$, and $H$ is obtained from $G$ by deleting edge $\{u, v\}$, but not vertices $u$ and $v$. Show that $H$ has exactly two connected components. (You may not assume any of the theorems of this section except possibly Theorem 3.18.)

Check back soon!
02:31

Problem 22

In a complete $m$-ary rooted tree, if a vertex is chosen at random, show that the probability that it has a child is about $1 / m$.

Victoria Dollar
Victoria Dollar
Numerade Educator

Problem 22

Check the results of Exercise 21 on the digraphs $D_1$ and $D_7$ of Figure 3.7.

Check back soon!

Problem 23

Are the graphs of Figure 3.16(a) isomorphic? Why?

Check back soon!

Problem 23

A weak component of a digraph is a maximal, weakly connected, generated subgraph. For each digraph of Figure 3.24, find all weak components.

Check back soon!
04:32

Problem 23

Repeat Exercise 22 for graph (b) of Figure 3.51.

Nick Johnson
Nick Johnson
Numerade Educator

Problem 23

The following is another reduction theorem. Suppose that $H$ and $K$ are generated subgraphs of $G$, with $V(G)=V(H) \cup V(K)$ and $E(G)=E(H) \cup E(K)$, and that $V(H) \cap V(K)$ is a clique of $G$ of $p$ vertices. Then

$$
P(G, x)=\frac{P(H, x) P(K, x)}{x^{|\nu|}}
$$

(a) Illustrate this result on the graph $G$ of Figure 3.68 if $H$ is the subgraph generated by $\{a, d, e, f\}$ and $K$ the subgraph generated by $\{c, b, d, e\}$. (Disregard the subcoloring.)
(b) Make use of the result of Exercise 22 to prove the theorem.

Check back soon!

Problem 23

(Peschon and Ross [1982]) In an electrical distribution system, certain locations are joined by connecting electrical lines. A system of switches is used to open or close these lines. The collection of open lines has to have two properties: (1) every location has to be on an open line, and (2) there can be no circuits of open lines, for a short on one open line in an open circuit would shut down all lines in the circuit. Discuss the mathematical problem of finding which switches to open.

Check back soon!

Problem 23

(Tucker [1984]) In a compiler, a control word is stored as a number. Suppose that the possible control words are GET, DO, ADD, FILL, STORE, REPLACE, and WAIT, and these are represented by the numbers $1,2,3,4,5,6$, and 7 (in binary notation), respectively. Given an unknown control word $X$, we wish to test it against the possible control words on this list until we find which word it is. One approach is to compare $X$ 's number in order to the numbers $1,2, \ldots, 7$ corresponding to the control words. Another approach is to build a binary search tree. Describe how the latter approach would work and build such a tree.

Check back soon!

Problem 23

(a) Show that $D$ is unilaterally connected (Exercise 9, Section 3.2) if and only if $B\left(\mathbf{R}+\mathbf{R}^T\right)=\mathbf{J}$, where $B$ is defined in Exercise 21, $\mathbf{R}$ in Exercise 13, and $\mathbf{J}$ in Exercise 15, and where $\mathbf{R}^T$ is the transpose of $\mathbf{R}$.
(b) Show that $D$ is weakly connected (Exercise 10, Section 3.2) if and only if we have $B\left[\left(\mathbf{I}+\mathbf{A}+\mathbf{A}^T\right)^{n-1}\right]=\mathbf{J}$.

Check back soon!

Problem 24

Are the graphs of Figure 3.16(b) isomorphic? Why?

Check back soon!

Problem 24

A unilateral component of a digraph is a maximal, unilaterally connected, generated subgraph.
(a) Find a unilateral component with five vertices in digraph (b) of Figure 3.24.
(b) Is every vertex of a digraph in at least one unilateral component?
(c) Can it be in more than one?

Check back soon!
03:07

Problem 24

For all graphs of Figure 3.47, find the graph obtained by contracting the edge $\{c, e\}$.

Chris Trentman
Chris Trentman
Numerade Educator

Problem 24

If the chromatic polynomial $P\left(K_n, x\right)$ is expanded out, the coefficient of $x^k$ is denoted $s(n, k)$ and called a Stirling number of the first kind. Exercises 24-26 will explore these numbers. Find:
(a) $s(n, 0)$
(b) $s(n, n)$
(c) $s(n, 1)$
(d) $s(n, n-1)$

Check back soon!

Problem 24

(Ahuja, Magnanti, and Orlin [1993], Prim [1957]) Agents of an intelligence agency each know how to contact each other. However, a message passed between agents $i$ and $j$ has a certain probability $p_{i j}$ of being intercepted. If we want to make sure that all agents get a message but minimize the probability of the message being intercepted, which agents should pass the message to which agents? Formulate this as a spanning tree problem. (Hint: You will need to use logarithms.)

Check back soon!

Problem 24

The binary search algorithm searches through an ordered file to see if a key $x$ is in the file. The entries of the file are $n$ numbers, $x_1<x_2<\cdots<x_n$. The algorithm compares $x$ to the middle entry $x_{\mathrm{i}}$ in the file, the $\lceil n / 2\rceil$ thentry. If $x=x_{\mathrm{i}}$, the search is done. If $x<x_i$, then $x_i, x_{i+1}, \ldots, x_n$ are eliminated from consideration, and the algorithm searches through the file $x_1, x_2, \ldots, x_{1-1}$, starting with the middle entry. If $x>x_i$, then $x_1, x_2, \ldots, x_i$ are eliminated from consideration, and the algorithm searches through the file $x_{i+1}, x_{i+2}, \ldots, x_n$, starting with the middle entry. The procedure is repeated iteratively. Table 3.5 shows two examples. (See Knuth [1973]

Check back soon!

Problem 24

Suppose that $D$ is a digraph with reachability matrix (Exercise 13$) \mathbf{R}=\left(r_{i j}\right)$ and that $\mathbf{R}^2$ is the matrix $\left(s_{i j}\right)$. Show that:
(a) The strong component (Exercise 13, Section 3.2) containing vertex $i$ is given by the entries of $\mathbf{1}$ in the $i$ th row of $\mathbf{T}=\left(t_{i j}\right)$, where $t_{i j}=r_{i j} \times r_{i j}^{|T|}$ and $r_{i j}^{|T|}$ is the $i, j$ entry of the transpose of $\mathbf{R}$.
(b) The number of vertices in the strong component containing $i$ is $s_{i i}$.

Check back soon!

Problem 25

Are the digraphs of Figure 3.17(a) isomorphic? Why?

Check back soon!

Problem 25

A digraph is unipathic if whenever $v$ is reachable from $u$, there is exactly one simple path from $u$ to $v$.
(a) Is the digraph $D_4$ of Figure 3.7 unipathic?
(b) What about the digraph of Figure 3.15?

Check back soon!
03:07

Problem 25

For all graphs of Figure 3.47, find the graph obtained by contracting edges $\{a, b\}$, $\{b, c\}$, and $\{c, d\}$ in that order.

Chris Trentman
Chris Trentman
Numerade Educator
02:21

Problem 25

Show that

$$
|s(n, k)|=(n-1)|s(n-1, k)|+|s(n-1, k-1)|
$$

Abhishek Kumar
Abhishek Kumar
Numerade Educator

Problem 25

Here is an algorithm for finding a spanning tree of a connected graph $G$. Pick any vertex and mark it. Include any edge to an unmarked neighboring vertex and mark that vertex. At each step, continue adding an edge from the last marked vertex to an unmarked vertex until there is no way to continue. Then go back to the most recent marked vertex from which it is possible to continue. Stop when all vertices have been marked. (This procedure is called depth first search and we return to it in Section 11.1.)
(a) Illustrate the algorithm on the graphs of Figure 3.82 (disregarding the weights).
(b) Show that there is a spanning tree of a graph that cannot be found this way.

Check back soon!
03:17

Problem 25

Compute the computational complexity of the binary search algorithm defined in Exercise 24. (Hint: Show that a binary search tree is being used.)

James Chok
James Chok
Numerade Educator

Problem 25

For each digraph of Figure 3.7, use the results of Exercise 24 to find the strong components.

Check back soon!

Problem 26

Are the digraphs of Figure 3.17(b) isomorphic? Why?

Check back soon!

Problem 26

For a digraph that is strongly connected and has $n$ vertices, what is the least number of arcs? What is the most? (Observe that a digraph which is strongly connected with the least number of arcs is very vulnerable to disruption. How many links is it necessary to sever in order to disrupt communications?)

Check back soon!

Problem 26

Let $\operatorname{deg}(u)$, the degree of vertex $u$ in a graph $G$, be defined to be the number of neighbors of $u$. Let $\Delta(G)$ be the maximum over all vertex degrees in $G$. Show that $\chi(G) \leq 1+\Delta(G)$.

Check back soon!
01:16

Problem 26

Use the result in Exercise 25 to describe how to compute Stirling numbers of the first kind by a method similar to Pascal's triangle and apply your ideas to compute $s(6,3)$.

Linh Vu
Linh Vu
Numerade Educator

Problem 26

Suppose that a chemical compound $\mathrm{C}_k \mathrm{H}_m$ has a bond graph that is connected and has no circuits. Show that $m$ must be $2 k+2$.

Check back soon!
03:50

Problem 26

Apply bubble sort to the order 4312 and illustrate the steps required to put this in proper order.

Bryan Lynn
Bryan Lynn
Numerade Educator

Problem 26

If $\mathbf{R}$ is the reachability matrix of a digraph and $c(i)$ is the $i$ th column sum of $\mathbf{R}$, what is the interpretation of $c(i)$ ?

Check back soon!

Problem 27

Are the digraphs of Figure 3.17(c) isomorphic? Why?

Check back soon!

Problem 27

(Harary, Norman, and Cartwright [1965]) Refer to the definition of unipathic in Exercise 25. Can two cycles of a unipathic digraph have a common arc? (Give a proof or counterexample.)

Check back soon!

Problem 27

Give an example of a graph $G$ such that $\chi(G)<1+\Delta(G)$, where $\Delta(G)$ is as defined in Exercise 26.

Check back soon!

Problem 27

Find the number of spanning trees of $K_n$.

Check back soon!
04:09

Problem 27

Apply bubble sort to the following orders.
(a) 516324
(b) 346152

Bryan Lynn
Bryan Lynn
Numerade Educator

Problem 27

If $G$ is a graph, how would you define directly its reachability matrix $\mathbf{R}(G)$ ?

Check back soon!

Problem 28

An orientation of a graph arises by replacing each edge $\{x, y\}$ by one of the arcs $(x, y)$ or $(y, x)$. For instance, the digraph of Figure 3.15 is an orientation of graph $H$ of Figure 3.13. For each of the graphs of Figure 3.16(a), find all nonisomorphic orientations.

Check back soon!

Problem 28

(Harary, Norman, and Cartwright [1965]) If $D$ is strongly connected and has at least two vertices, does every vertex have to be on a cycle? (Give a proof or counterexample.)

Check back soon!

Problem 28

A graph $G$ in which $\chi(G)=\omega(G)$ is called weakly $\gamma$-perfect. Give an example of a graph that is weakly $\gamma$-perfect and a graph that is not weakly $\gamma$-perfect.

Check back soon!

Problem 28

Check Cayley's Theorem by finding all labeled trees of:
(a) Three vertices
(b) Four vertices

Check back soon!
08:43

Problem 28

In the partial decision tree for bubble sort in Figure 3.88, fill in the part beginning at the vertex labeled:
(a) *
(b) **

Bobby Barnes
Bobby Barnes
University of North Texas

Problem 28

If $G$ is a graph, $\mathbf{R}=\mathbf{R}(G)$ is its reachability matrix (Exercise 27), and $\mathbf{T}$ is as defined in Exercise 24:
(a) Show that $\mathbf{T}=\mathbf{R}$.
(b) What is the interpretation of the 1,1 entry of $\mathbf{R}^2$ ?
29. Suppose that $\mathbf{R}$ is a matrix of 0 's and 1 's with 1 's down the diagonal (and perhaps elsewhere). Is $\mathbf{R}$

Check back soon!

Problem 29

Suppose that $G$ and $H$ are two graphs with the same number of vertices and the same number of edges. Suppose that $\alpha_k$ is the number of vertices in $G$ with exactly $k$ neighbors, and $\beta_k$ is the number of vertices in $H$ with exactly $k$ neighbors. Suppose that $\alpha_k=\beta_k$ for all $k$. Are $G$ and $H$ necessarily isomorphic? Why?

Check back soon!

Problem 29

Suppose that a digraph $D$ is not weakly connected.
(a) If $D$ has four vertices, what is the maximum number of ares?
(b) What if $D$ has $n$ vertices?

Check back soon!

Problem 29

Show that every 2 -colorable graph is weakly $\gamma$-perfect.

Check back soon!

Problem 29

Is there a tree of seven vertices:
(a) With each vertex having degree 1 ?
(b) With two vertices having degree 1 and five vertices having degree 2?
(c) With five vertices having degree 1 and two vertices having degree 2?
(d) With vertices having degrees $2,2,2,3,1,1,1$ ?

Check back soon!

Problem 29

Compare the worst-case complexity of the bubble sort algorithm to the bound in Theorem 3.27 for $p$ equal to:
(a) 7
(b) 15

Check back soon!

Problem 29

Suppose that $\mathbf{R}$ is a matrix of 0 's and 1 's with 1 's down the diagonal (and perhaps elsewhere). Is $\mathbf{R}$ necessarily the reachability matrix of some digraph? (Give a proof or counterexample.)

Check back soon!

Problem 30

Repeat Exercise 29 if $\alpha_2=\beta_2=|V(G)|=|V(H)|$ and $\alpha_k=\beta_k=0$ for $k \neq 2$.

Check back soon!

Problem 30

Do Exercise 29 for digraphs that are unilaterally connected but not strongly connected.

Check back soon!

Problem 30

Illustrate Algorithm 3.1 on graphs (c) and (g) of Figure 3.23.

Check back soon!
01:59

Problem 30

Is there a tree of five vertices with two vertices of degree 3?

Chris Trentman
Chris Trentman
Numerade Educator

Problem 30

In the sorting algorithm known as quik sort, we start with an ordered list of $p$ items and try to find the proper order. We select the first item from the list and divide the remaining items into two groups, those less than the item selected and those greater than it. We then put the item chosen in between the two groups and repeat the process on each group. We eventually get down to groups of one element, and we stop. For instance, given the order 31564827, we select item 3. Then the items before 3 are listed as 12 , those after 3 as 56487 . We now apply the algorithm to sort these two groups. For instance, choosing 5 from the second group gives us the two subgroups 4 and 687. We now order these. And so on. Apply quik sort to the following ordered lists:
(a) 5176324
(b) 941258376

Check back soon!

Problem 30

(Harary [1969]) Suppose that $\mathbf{B}$ is the incidence matrix of a graph $G$ and $\mathbf{B}^T$ is the transpose of $\mathbf{B}$. What is the significance of the $i, j$ entry of the matrix $\mathbf{B}^T \mathbf{B}$ ?

Check back soon!

Problem 31

Do Exercise 29 for digraphs that are weakly connected but not unilaterally connected.

Check back soon!

Problem 31

Show that under Algorithm 3.1, vertex $z$ gets colored red if $d(x, z)$ is odd and blue if $d(x, z)$ is even where $x$ is the starting vertex.

Check back soon!

Problem 31

In each of the following cases, find the number of labeled trees satisfying the given degree conditions by our formula and draw the trees in question.
(a) Vertices 1, 2, and 3 have degree 2, and vertices 4 and 5 have degree 1 .
(b) Vertex 1 has degree 2, vertex 2 has degree 3, and vertices 3, 4, and 5 have degree 1 .
(c) Vertex 1 has degree 3, vertices 2 and 3 have degree 2, and vertices 4, 5, and 6 have degree 1 .

Check back soon!
01:07

Problem 31

How many steps (comparisons) does the algorithm quik sort (Exercise 30) require in the worst case if we start with a list $123 \cdots p$ and $p=5$ ?

Clarissa Noh
Clarissa Noh
Numerade Educator

Problem 31

(Harary [1969]) Let $G$ be a graph. The circuit matrix $\mathbf{C}$ of $G$ is the point-set incidence matrix with $S$ the set of edges of $G$ and $\mathcal{F}$ the family of circuits of $G$. Let $\mathbf{B}$ be the incidence matrix of $G$. Show that every entry of $\mathbf{B C}$ is $\equiv 0(\bmod 2)$.

Check back soon!

Problem 32

The reliability of a network modeled as a digraph $D$ can be measured by how much its connectedness changes when a single arc or vertex fails. Let $D-u$ be the subgraph generated by vertices different from $u$. Give examples of digraphs $D$ and vertices $u$ with the following properties, or show that there are no such digraphs:
(a) $D$ is strongly connected and $D-u$ is unilaterally but not strongly connected.
(b) $D$ is strongly connected and $D-u$ is not unilaterally connected.
(c) $D$ is unilaterally but not strongly connected and $D-u$ is not unilaterally connected.

Check back soon!

Problem 32

Show that if a graph has an odd-length closed chain, it has an odd-length circuit.

Check back soon!

Problem 32

Find the number of labeled trees of:
(a) Six vertices, four having degree 2
(b) Eight vertices, six having degree 2
(c) Five vertices, exactly three of them having degree 1
(d) Six vertices, exactly three of them having degree 1

Check back soon!

Problem 32

Repeat Exercise 31 for arbitrary $p$.

Check back soon!
11:05

Problem 32

Can two graphs have the same incidence matrix and be nonisomorphic? Why?

Chris Trentman
Chris Trentman
Numerade Educator

Problem 33

Repeat Exercise 32 for $D-a$, where $a$ is an arc of $D$ and $D-a$ is the subgraph of $D$ obtained by removing arc $a$.

Check back soon!

Problem 33

Prove that $\chi\left(Z_p\right)=3$ if and only if $p$ is odd.

Check back soon!
02:59

Problem 33

Prove that $N\left(d_1, d_2, \ldots, d_n\right)=0$ if $\sum_{i=1}^n d_i \neq n-2$. (Hint: Count edges.)

Supratim Pal
Supratim Pal
Numerade Educator

Problem 33

Prove Theorem 3.26 by induction on $h$.

Check back soon!

Problem 33

Can two graphs have the same circuit matrix and be nonisomorphic? Why? What if every edge is on a circuit?

Check back soon!

Problem 34

(Harary, Norman, and Cartwright [1965]) If $D$ is a digraph, define the complementary digraph $D^c$ as follows: $V\left(D^c\right)=V(D)=V$ and an ordered pair $(u, v)$ from $V \times V$ (with $u \neq v$ ) is in $A\left(D^c\right)$ if and only if it is not in $A(D)$. For example, if $D$ is the digraph of Figure 3.27, then $D^{\mathrm{c}}$ is the digraph shown. Give examples of digraphs $D$ that are weakly connected, not unilaterally connected, and such that:
(a) $D^c$ is strongly connected.
(b) $D^c$ is unilaterally connected but not strongly connected.
(c) $D^c$ is weakly connected but not unilaterally connected.

Check back soon!

Problem 34

(a) Find a $T$-coloring for $K_4$ using $T=\{0,1,2\}$.
(b) Find a $T$-coloring for $Z_6$ using $T=\{0,2,4\}$.
(c) Find a $T$-coloring for the graph in Figure 3.52 using $T=\{0,1,2,4,8,15\}$ and having order 6.

Check back soon!

Problem 34

This exercise sketches a proof of Theorem 3.22. Define $M\left(d_1, d_2, \ldots, d_n\right)$ by the right-hand side of Equation (3.21). It suffices to prove that if $n \geq 2$ and all $d_i$ are nonnegative and $\sum_{i=1}^n d_i=n-2$, then

$$
N\left(d_1, d_2, \ldots, d_n\right)=M\left(d_1, d_2, \ldots, d_n\right) .
$$

(a) Under the given assumptions, verify (3.22) for $n=2$.
(b) Under the given assumptions, show that $d_i=0$, for some $i$.
(c) Suppose that $i$ in part (b) is $n$. Show that

$$
\begin{aligned}
& N\left(d_1, d_2, \ldots, d_{n-1}, 0\right)=N\left(d_1-1, d_2, d_3, \ldots, d_{n-1}\right)+ \\
& \quad N\left(d_1, d_2-1, d_3, \ldots, d_{n-1}\right)+\cdots+N\left(d_1, d_2, d_3, \ldots, d_{n-2}, d_{n-1}-1\right)
\end{aligned}
$$

where a $\operatorname{term} N\left(d_1, d_2, \ldots, d_{k-1}, d_k-1, d_{k+1}, \ldots, d_{n-1}\right)$ appears on the righthand side of (3.23) if and only if $d_k>0$.
(d) Show that $M$ also satisfies (3.23).
(e) Verify (3.22) by induction on $n$. (In the language of Chapter 6, the argument essentially amounts to showing that if $M$ and $N$ satisfy the same recurrence and the same initial condition, then $M=N$.)

Check back soon!

Problem 34

Find the keyword tree corresponding to the set of patterns \{sentry, seldom, spackle, spanking, spanning, seller\}.

Check back soon!

Problem 35

Find the number of distinct cycles of length $k$ in the complete symmetric digraph of $n$ vertices if two cycles are considered the same if one can be obtained from the other by changing the starting vertex.

Check back soon!
01:20

Problem 35

Find the $T$-span of $K_4$ when using the $T$-set $\{0,1,3,4\}$.

Sarah Gift
Sarah Gift
Numerade Educator

Problem 35

Determine which of the following are additive distance matrices.
(a) $\left(\begin{array}{lll}0 & 1 & 3 \\ 1 & 0 & 2 \\ 3 & 2 & 0\end{array}\right)$
(b) $\left(\begin{array}{lll}0 & 1 & 4 \\ 1 & 0 & 2 \\ 4 & 2 & 0\end{array}\right)$
(c) $\left(\begin{array}{llll}0 & 1 & 3 & 9 \\ 1 & 0 & 2 & 2 \\ 3 & 2 & 0 & 1 \\ 9 & 2 & 1 & 0\end{array}\right)$

Check back soon!
05:01

Problem 35

Find the key word tree corresponding to the set of patterns \{ATTCG, AATGC, ATGCC, AATTT, AATGTG $\}$ on the alphabet $\Sigma=\{\mathrm{A}, \mathrm{T}, \mathrm{G}, \mathrm{C}\}$.

Trang Hoang
Trang Hoang
Numerade Educator

Problem 36

When finding an efficient $T$-coloring, minimizing the order and minimizing the span may require different $T$-colorings. Recall that $\chi\left(Z_5\right)=3$ and by Theorem 3.8, $\chi_T\left(Z_5\right)=3$ for any $T$-set.
(a) Find a $T$-coloring of $Z_5$ with the $T$-set $\{0,1,4,5\}$ using 3 colors that has smallest possible span.
(b) Find a $T$-coloring of $Z_5$ with the $T$-set $\{0,1,4,5\}$ using 4 colors that has smallest possible span.
(c) Find a $T$-coloring of $Z_5$ with the $T$-set $\{0,1,4,5\}$ using 5 colors that has smallest possible span.
(d) Is there one $T$-coloring of $Z_5$ with the $T$-set $\{0,1,4,5\}$ that can minimize both order and span?

Check back soon!
View

Problem 36

(a) Show that in tree (a) of Figure 3.83, all three sums in Theorem 3.23 are equal.
(b) Show that this conclusion fails for tree (b) of Figure 3.83.

Victor Salazar
Victor Salazar
Numerade Educator
04:27

Problem 36

For each of the following matrices $M$ of 0's and l's, determine if the perfect phylogeny problem has a solution and, if so, find a phylogenetic tree for $M$.
(a) $M=\begin{aligned} & \\ & 1 \\ & 2 \\ & 3 \\ & 4\end{aligned}\left(\begin{array}{llll}a & b & c & d \\ 1 & 0 & 1 & 0 \\ 1 & 1 & 0 & 0 \\ 1 & 0 & 1 & 0 \\ 0 & 0 & 0 & 1\end{array}\right)$
(b) $M=\begin{aligned} & 1 \\ & 1 \\ & 2 \\ & 3 \\ & 4 \\ & 5\end{aligned}\left(\begin{array}{lllll}a & b & c & d & e \\ 1 & 1 & 0 & 0 & 0 \\ 0 & 0 & 0 & 1 & 1 \\ 1 & 1 & 0 & 0 & 0 \\ 0 & 0 & 0 & 1 & 0 \\ 1 & 0 & 1 & 0 & 0\end{array}\right)$
(c) $M=\begin{aligned} & \\ & 1 \\ & 2 \\ & 3 \\ & 4 \\ & 3\end{aligned}\left(\begin{array}{cccc}a & b & c & d \\ 1 & 0 & 0 & 0 \\ 1 & 1 & 1 & 0 \\ 0 & 1 & 0 & 0 \\ 0 & 0 & 0 & 1 \\ 1 & 0 & 1 & 0\end{array}\right)$

Cory Glover
Cory Glover
Numerade Educator
01:37

Problem 37

Prove that from a vertex coloring of a graph $G$ using the colors $1,2, \ldots, j$, a $T$ coloring will be produced by replacing color $i$ with $i \cdot(t+1)$, where $t$ represents the largest color in the given $T$-set.

Nick Johnson
Nick Johnson
Numerade Educator

Problem 37

Suppose that $T$ is an edge-weighted tree and

$$
d(i, j)+d(k, l) \leq d(i, k)+d(j, l)=d(i, l)+d(j, k) .
$$

Show that the vertices $i, j, k, l$ are located in either configuration (a) or configuration (b) of Figure 3.83.

Check back soon!

Problem 37

Prove that if the matrix $M$ of 0 's and l's has a phylogenetic tree, then for $j$ and $k$, either $O_j$ and $O_k$ are disjoint or one contains the other.

Check back soon!

Problem 38

Prove that the $T$-coloring in Figure 3.42 is most efficient with regard to span. That is, prove that the graph of Figure 3.42 cannot be $T$-colored, with $T=\{0,3,4,7\}$, using the colors $1,2, \ldots, n$ where $n \leq 10$.

Check back soon!

Problem 38

Suppose that $T$ is a phylogenetic tree and each vertex has at most three neighbors. This occurs when each "evolutionary event" involves the split of a population into two new ones. Conclude from Exercise 37 that for all $i, j, k, l$, one of the three sums in Theorem 3.23 is strictly less than the other two.

Check back soon!

Problem 38

In the dictionary problem, a set of patterns forming a dictionary is known. When a pattern is presented, we want to find out if it is in the dictionary. Explain how key word trees might help with this problem.

Check back soon!

Problem 39

Find a minimum set coloring for the graph in Figure 3.52 which has two colors assigned to each vertex of even subscript and three colors assigned to each vertex of odd subseript.

Check back soon!
01:06

Problem 39

Suppose that a character can take any one of the states $0,1,2, \ldots, s$. Let $M$ be an $n \times m$ matrix with entries from $\{0,1,2, \ldots, s\}$ and $M(i, j)=p$ if species $i$ has character $j$ in state $p$. A perfect phylogeny for $M$ is a rooted tree where each species labels exactly one leaf, and edges are labeled with ordered triples ( $j, p, q$ ), meaning that along that edge, character $j$ changes state from $p$ to $q$. Assume that the starting state for each character at the root is given and that for any character $j$ and any $y$ in $\{0,1,2, \ldots, s\}$, there is at most one edge on any chain from the root to a leaf that has the form $(j, x, y)$ for some $y$. (A character may only change to state $y$ once on this chain.)
(a) If $s=2$ and $M=\begin{gathered}a \\ 1 \\ 2 \\ 3 \\ 4\end{gathered}\left(\begin{array}{ll}a & b \\ 2 & 0 \\ 1 & 2 \\ 1 & 1 \\ 2 & 2\end{array}\right)$, find a perfect phylogeny for $M$.
(b) If $s=2$ and $M=\begin{aligned} & 1 \\ & 2 \\ & 3 \\ & 4 \\ & 5\end{aligned}\left(\begin{array}{lll}1 & 0 & 0 \\ 2 & 2 & 2 \\ 0 & 0 & 0 \\ 0 & 1 & 2 \\ 2 & 2 & 0\end{array}\right)$, find a perfect phylogeny for $M$.

Victor Salazar
Victor Salazar
Numerade Educator

Problem 40

Find a 2-tuple coloring of $Z_4$ using 5 colors.

Check back soon!

Problem 40

Suppose that $D$ is a digraph. A level assignment is an assignment of a level $L_i$ to each vertex $i$ so that if $(i, j)$ is an arc, then $L_i<L_j$. Show that a digraph has a level assignment if and only if it has no cycles.

Check back soon!

Problem 41

Recall that $\chi_k(G)$ is the smallest $m$ so that $G$ has a $k$-tuple coloring using $m$ colors. Find:
(a) $\chi_2\left(Z_4\right)$
(b) $\chi_2\left(Z_3\right)$
(c) $\chi_2\left(K_4\right)$
(d) $\chi_3\left(Z_4\right)$
(e) $\chi_3\left(Z_3\right)$
(f) $\chi_3\left(K_4\right)$

Check back soon!

Problem 41

A graded level assignment for a digraph $D$ is a level assignment (Exercise 40) such that if there is an arc $(i, j)$ in $D$, then $L_j=L_i+1$. Show that if $D=(V, A)$ has a graded level assignment, then it is equipathic; that is, for all $u, v$ in $V$, all simple paths from $u$ to $v$ have the same length.

Check back soon!

Problem 42

Find $\chi_2(G)$ for $G$ the graph of Figure 3.52.

Check back soon!

Problem 42

Suppose that $T$ is a rooted tree. Orient $T$ by directing each edge $\{u, v\}$ from a lower level to a higher level. The resulting digraph is called a directed rooted tree.
(a) Show that every directed rooted tree has exactly one vertex from which every other vertex is reachable by a path.
(b) Can a directed rooted tree be unilaterally connected?
(c) Show that every directed rooted tree has a level assignment.
(d) Suppose that $D$ is a directed rooted tree. Show that $D$ has a graded level assignment if and only if $D$ is equipathic.

Check back soon!

Problem 43

If $G$ is 2 -colorable and has at least one edge, show that $\chi_m(G)=2 m$.

Check back soon!
01:06

Problem 43

Find the number of rooted, labeled trees of:
(a) Five vertices, two having degree 2
(b) Five vertices in which the root has degree 2
(c) Four vertices in which the root has degree 1

Norman Atentar
Norman Atentar
Numerade Educator
01:43

Problem 44

Prove that $\chi_3\left(Z_5\right)=8$.

Vg
Viraj Gaggar
Numerade Educator

Problem 45

For each graph of Figure 3.50, determine if it is list colorable with the given list assignment.

Check back soon!

Problem 46

Show that $(G, L)$ is $p$-addable for some $p$ if and only if

$$
|\bigcup\{L(x): x \in V\}| \geq x(G) .
$$

Check back soon!

Problem 47

The graph $K_{\binom{m}{2},\binom{m}{2}}$ has two classes of $\binom{m}{2}$ vertices, $A$ and $B$, and every vertex $x$ in $A$ is adjacent to every vertex $y$ in $B$. Let $L$ give all 2 -element subsets of $\{1,2, \ldots, m\}$ to vertices of $A$ and similarly for vertices of $B$. Find

$$
I\left(K_{\binom{m}{2},\binom{m}{2}}, L\right)
$$

Check back soon!

Problem 48

Let $K_{7,7}$ be defined analogously to $K_{10,10}$ in Example 3.23. Let $|L(x)|=3$ for all $x$ and $|\bigcup L(x)|=6$. Show that $K_{7,7}$ with $L$ is 1-addable.

Check back soon!

Problem 49

Show that:
(a) $Z_3$ is not 2-choosable.
(b) $Z_3$ is 3-choosable.

Check back soon!

Problem 50

(a) Determine the choice number for $Z_4$.
(b) Determine the choice number for $Z_n, n$ even.

Check back soon!

Problem 51

Suppose that a $k$-tuple coloring of a graph with $n$ vertices is given. If we consider the $k$-tuple coloring as a list assignment of the graph, how many different list colorings are possible?

Check back soon!

Problem 52

A graph $G$ is $k$-edge-colorable if you can color the edges with $k$ colors so that two edges with a common vertex get different colors. Let $\chi^{\prime}(G)$, the edge chromatic num$b e r$, be the smallest $k$ so that $G$ is $k$-edge-colorable. State a relation between $\chi^{\prime}(G)$ and the number $\Delta(G)$ defined in Exercise 26. (For applications of edge coloring, see Fiorini and Wilson [1977].)

Check back soon!

Problem 53

If $G$ has $n$ vertices, show that

$$
\frac{n}{\alpha(G)} \leq \chi(G) \leq n-\alpha(G)+1
$$

Check back soon!

Problem 54

A graph $G$ is called $k$-critical if $\chi(G)=k$ but $\chi(G-u)<k$ for each vertex $u \in V(G)$.
(a) Find all 2-critical graphs.
(b) Give an example of a 3 -critical graph.
(c) Can you identify all 3-critical graphs?

Check back soon!

Problem 55

If $G=(V, E)$ is a graph, its complement $G^c$ is the graph with vertex set $V$ and an edge between $x \neq y$ in $V$ if and only if $\{x, y\} \notin E$.
(a) Comment on the relationship between the clique number $w(G)$ and the vertex independence number $\alpha\left(G^c\right)$.
(b) Recall that $\theta(G)$ is the smallest number of cliques which cover all vertices of $G$. Show that $\chi(G)=\theta\left(G^c\right)$.

Check back soon!

Problem 56

$G$ is said to be $\gamma$-perfect ( $\alpha$-perfect) if every generated subgraph of $G$ is weakly $\gamma$-perfect (weakly $\alpha$-perfect). Give examples of graphs that are:
(a) $\gamma$-perfect
(b) weakly $\gamma$-perfect but not $\gamma$-perfect
(c) $\alpha$-perfect
(d) weakly $\alpha$-perfect but not $\alpha$-perfect

Check back soon!

Problem 57

Lovasz [1972a,b] shows that a graph $G$ is $\gamma$-perfect if and only if it is $\alpha$-perfect. Hence, a graph that is $\gamma$-perfect (or $\alpha$-perfect) is called perfect. For more on perfect graphs and their many applications, see Golumbic [1980].
(a) Show that it is not true that $G$ is weakly $\gamma$-perfect if and only if $G$ is weakly $\alpha$-perfect.
(b) Show that $G$ is $\gamma$-perfect if and only if $G^c$ is $\gamma$-perfect. (You may use Lovasz's result.)

Check back soon!

Problem 58

(Tutte [1954], Kelly and Kelly [1954], Zykov [1949]) Show that for any integer $k>1$, there is a graph $G$ such that $\omega(G)=2$ and $\chi(G)=k$.

Check back soon!

Problem 59

Prove Theorem 3.6.

Check back soon!

Problem 60

Figure 3.45(a) gave a list assignment to $K_{3,3}$ showing that $K_{3,3}$ was not 2-choosable. This exercise gives a proof that $K_{3, \beta}$ is 3 -choosable. Let $L$ be a list assignment of $K_{3,3}$ where each list is of size 3 .
(a) Suppose that two nonadjacent vertices' lists share a common color. Show that an $L$-list coloring exists by using the common color.
(b) Suppose that every pair of nonadjacent vertices' lists do not share a common color. Show that an $L$-list coloring exists.
(c) Show why $c h\left(K_{3,3}\right)=3$.

Check back soon!