Correct Answer: When every pair of vertices is joined by a path
Explanation:
A graph is connected if a path exists between every pair of its vertices.
Incorrect! Try again.
2What is a connected component of a graph?
connectivity
Easy
A.A maximal connected subgraph
B.A minimal complete subgraph
C.A maximal independent set
D.A minimal spanning tree
Correct Answer: A maximal connected subgraph
Explanation:
A connected component is a connected subgraph that cannot be enlarged while remaining connected.
Incorrect! Try again.
3What is a cut-vertex of a connected graph?
connectivity
Easy
A.A vertex whose degree is always zero
B.A vertex that belongs to every cycle
C.A vertex connected to every other vertex
D.A vertex whose removal disconnects the graph
Correct Answer: A vertex whose removal disconnects the graph
Explanation:
Removing a cut-vertex, together with its incident edges, increases the number of connected components.
Incorrect! Try again.
4How many connected components does a connected graph have?
connectivity
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
All vertices of a connected graph belong to one connected component.
Incorrect! Try again.
5What is a matching in a graph?
matching
Easy
A.A set of edges forming one cycle
B.A set of edges with no common endpoints
C.A set of vertices joined pairwise
D.A set of vertices with equal degrees
Correct Answer: A set of edges with no common endpoints
Explanation:
In a matching, no two selected edges are incident with the same vertex.
Incorrect! Try again.
6What is a perfect matching?
matching
Easy
A.A matching containing every edge
B.A matching using only cycle edges
C.A matching covering every vertex
D.A matching forming a complete graph
Correct Answer: A matching covering every vertex
Explanation:
A perfect matching pairs every vertex with exactly one other vertex.
Incorrect! Try again.
7If a matching contains edges, how many vertices does it cover?
matching
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The edges in a matching have distinct endpoints, so edges cover vertices.
Incorrect! Try again.
8What is a proper vertex coloring of a graph?
coloring
Easy
A.A coloring where all vertices have different colors
B.A coloring where adjacent vertices have different colors
C.A coloring where all cycles have one color
D.A coloring where adjacent edges have equal colors
Correct Answer: A coloring where adjacent vertices have different colors
Explanation:
A proper vertex coloring assigns different colors to vertices that share an edge.
Incorrect! Try again.
9What does the chromatic number represent?
coloring
Easy
A.The number of vertices contained in the graph
B.The minimum colors needed for a proper vertex coloring
C.The number of edges contained in the graph
D.The maximum colors allowed in an edge coloring
Correct Answer: The minimum colors needed for a proper vertex coloring
Explanation:
The chromatic number is the smallest number of colors required to color the vertices properly.
Incorrect! Try again.
10What is the chromatic number of a nonempty bipartite graph containing at least one edge?
coloring
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The two vertex parts of a bipartite graph can be assigned two different colors.
Incorrect! Try again.
11According to the addition principle, if one task can be done in ways and a separate alternative task in ways, how many choices are possible?
counting
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
For mutually exclusive alternatives, the addition principle gives choices.
Incorrect! Try again.
12How many permutations are there of distinct objects?
counting
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The number of arrangements of distinct objects is .
Incorrect! Try again.
13How many ways can objects be selected from distinct objects when order does not matter?
counting
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The number is .
Incorrect! Try again.
14A menu offers starters and main courses. How many starter-and-main-course meals can be formed?
counting
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
By the multiplication principle, the number of meals is .
Incorrect! Try again.
15What does a recurrence relation describe?
recurrence relations
Easy
A.A set using only repeated elements
B.A function using only constant values
C.A graph using only isolated vertices
D.A term using earlier terms of a sequence
Correct Answer: A term using earlier terms of a sequence
Explanation:
A recurrence relation defines sequence terms in relation to one or more preceding terms.
Incorrect! Try again.
16Given and , what is ?
recurrence relations
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
Here and .
Incorrect! Try again.
17Which recurrence relation defines the Fibonacci sequence when and ?
recurrence relations
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
Each Fibonacci number is the sum of the two preceding Fibonacci numbers.
Incorrect! Try again.
18What is the ordinary generating function of a sequence ?
generating functions
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The ordinary generating function is .
Incorrect! Try again.
19What sequence is represented by the generating function ?
generating functions
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
Every coefficient in the power series is , so the represented sequence is .
Incorrect! Try again.
20For , which expression equals the generating function ?
generating functions
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The geometric-series identity gives for .
Incorrect! Try again.
21A connected graph consists of two cycles that share exactly one vertex and have no other vertices or edges in common. What is the vertex connectivity of the graph?
connectivity
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Removing the shared vertex separates the two cycles into disconnected components. Therefore, the vertex connectivity is .
Incorrect! Try again.
22A connected graph has vertices and edges. How many edges must be removed to obtain a spanning tree?
connectivity
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
A spanning tree on vertices has edges. Thus, edges must be removed.
Incorrect! Try again.
23For two nonadjacent vertices and , the smallest set of vertices whose removal separates from has size . What does Menger's theorem imply?
connectivity
Medium
A.There are three internally vertex-disjoint - paths
B.Every possible - path must contain all three vertices of the minimum separating set
C.There are four internally vertex-disjoint - paths
D.There are exactly three edge-disjoint cycles containing both vertices
Correct Answer: There are three internally vertex-disjoint - paths
Explanation:
Menger's theorem equates the minimum size of a - vertex separator with the maximum number of internally vertex-disjoint - paths.
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24What is the size of a maximum matching in the path graph ?
matching
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
A path on vertices has maximum matching size . For , this is .
Incorrect! Try again.
25In a bipartite graph with parts and , suppose and . What is the maximum matching size?
matching
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
At most two of can be matched to , while can be matched to or . Hence the maximum size is .
Incorrect! Try again.
26A matching contains an augmenting path with edges. What happens when the matched and unmatched edges along this path are exchanged?
matching
Medium
A.The matching size decreases by
B.The matching size increases by
C.The matching size increases by because every edge on the path becomes matched
D.The matching size remains unchanged
Correct Answer: The matching size increases by
Explanation:
An augmenting path has one more unmatched edge than matched edge. Exchanging their roles therefore increases the matching size by .
Incorrect! Try again.
27How many perfect matchings does the complete bipartite graph have?
matching
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Each perfect matching corresponds to a bijection between the two vertex parts. The number of bijections is .
Incorrect! Try again.
28What is the chromatic number of the cycle graph ?
coloring
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
An odd cycle is not bipartite, so it cannot be colored with two colors. Three colors are sufficient.
Incorrect! Try again.
29A tree has vertices. How many proper vertex colorings does it have using a palette of labeled colors?
coloring
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Choose any of colors for a root. Every other vertex then has choices different from its parent, giving .
Incorrect! Try again.
30What is the edge chromatic number of the complete graph ?
coloring
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
For an odd complete graph , the edge chromatic number is . Therefore, .
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31The vertices of a graph are processed in an order such that each vertex has at most three previously colored neighbors. What does the greedy coloring algorithm guarantee?
coloring
Medium
A.A proper coloring with at most colors
B.A proper coloring with exactly colors
C.A proper coloring with at most colors
D.An optimal coloring in which every vertex receives a color different from every vertex processed earlier
Correct Answer: A proper coloring with at most colors
Explanation:
At most three colors can be blocked by previously colored neighbors, so one of four colors is always available.
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32How many labeled simple graphs on vertices have exactly edges?
counting
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
There are possible edges. Choosing any of them determines a labeled simple graph.
Incorrect! Try again.
33How many onto functions are there from a -element set to a -element set?
counting
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
By inclusion-exclusion, the number is .
Incorrect! Try again.
34How many binary strings of length contain no two consecutive s?
counting
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
These strings satisfy the Fibonacci recurrence with and . Thus, .
Incorrect! Try again.
35A sequence satisfies for , with . Which formula gives ?
recurrence relations
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The values are , which follow the formula .
Incorrect! Try again.
36Let be the number of ways to tile a rectangle using dominoes. What is ?
recurrence relations
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The recurrence is with and . Therefore, .
Incorrect! Try again.
37What is the general form of a sequence satisfying ?
recurrence relations
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The characteristic equation is , whose distinct roots are and . Hence .
Incorrect! Try again.
38What is the ordinary generating function for the sequence , where for ?
generating functions
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The identity gives the required generating function.
Incorrect! Try again.
39What is the coefficient of in ?
generating functions
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
By the binomial theorem, the coefficient is .
Incorrect! Try again.
40Let and . What is the coefficient of in ?
generating functions
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The coefficient is the convolution .
Incorrect! Try again.
41Let be the Cartesian product of the cycle and the complete graph . What is the vertex connectivity ?
connectivity
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
For connected nontrivial graphs, . Thus the value is .
Incorrect! Try again.
42A graph is formed from two disjoint copies of by adding three edges between them, with all six endpoints distinct. What is the edge connectivity of the resulting graph?
connectivity
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Deleting the three added edges separates the two copies, so the edge connectivity is at most . Any cut splitting a crosses at least four internal edges, and no smaller cut separates the graph.
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43Let be a -vertex-connected graph. A new vertex is added and joined to exactly three distinct vertices of . What is the vertex connectivity of the resulting graph ?
connectivity
Hard
A.Exactly
B.Exactly
C.At least
D.Exactly
Correct Answer: Exactly
Explanation:
Since , deleting its three neighbors isolates , so . Deleting at most two vertices leaves connected and leaves adjacent to at least one remaining neighbor, so .
Incorrect! Try again.
44A graph has vertices and satisfies where is the number of odd components of . What is the size of a maximum matching in ?
matching
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The Tutte-Berge formula gives .
Incorrect! Try again.
45The crown graph on bipartition sets and is obtained from by deleting every edge . How many perfect matchings does it have?
matching
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
A perfect matching corresponds to a permutation with for every . Hence the number is the derangement number .
Incorrect! Try again.
46Which statement must hold for every finite graph that has a unique perfect matching ?
matching
Hard
A.The graph contains an even cycle
B.Some edge of is a bridge
C.Every edge of is a bridge
D.The graph is bipartite
Correct Answer: Some edge of is a bridge
Explanation:
Kotzig's theorem states that a graph with a unique perfect matching contains a bridge belonging to that matching. Not every matching edge must be a bridge.
Incorrect! Try again.
47Let be the wheel obtained by adjoining a universal hub to the cycle . How many proper vertex colorings of use colors from a fixed set of four colors?
coloring
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Choose the hub color in ways. The rim must be colored as using the other three colors, giving colorings. Thus the total is .
Incorrect! Try again.
48Starting with , apply the Mycielski construction twice to obtain a graph . What are and , respectively?
coloring
Hard
A. and
B. and
C. and
D. and
Correct Answer: and
Explanation:
Each Mycielski construction raises the chromatic number by one while preserving the clique number. Since and , the resulting values are and .
Incorrect! Try again.
49What is the edge chromatic number ?
coloring
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
A complete graph of odd order has edge chromatic number . Therefore , one more than its maximum degree .
Incorrect! Try again.
50Suppose every nonempty subgraph of contains a vertex of degree at most . What is the smallest integer such that is always guaranteed to be -list-colorable?
coloring
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The condition says that is -degenerate. Greedy coloring in reverse degeneracy order works from lists of size , and shows that a smaller universal bound is impossible.
Incorrect! Try again.
51How many binary necklaces of length contain exactly six s, where necklaces are identified under cyclic rotation but not reflection?
counting
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Burnside's lemma gives a total fixed-point sum of . Dividing by rotations gives necklaces.
Incorrect! Try again.
52How many surjective functions are there from an -element set onto a -element set?
counting
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Partition the domain into five nonempty inverse images and label them by the codomain elements. The count is .
Incorrect! Try again.
53How many spanning trees does the complete bipartite graph have?
counting
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The spanning-tree formula for is . Thus has spanning trees.
Incorrect! Try again.
54How many permutations of have no fixed points and consist of exactly three disjoint cycles?
counting
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The possible cycle types are and . Their counts are and , totaling .
Incorrect! Try again.
55The sequence satisfies for , with and . Which formula gives ?
recurrence relations
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Writing reduces the recurrence to . The initial values give , hence .
Incorrect! Try again.
56Let and for . What is ?
recurrence relations
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Successive values are , , , , , and .
Incorrect! Try again.
57A sequence satisfies for , with and . What is ?
recurrence relations
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Solving the recurrence gives . Substituting yields .
Incorrect! Try again.
58Let and for . What is the ordinary generating function ?
generating functions
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Summing the recurrence for gives . Simplification yields .
Incorrect! Try again.
59Which exponential generating function counts set partitions in which every block has size at least ?
generating functions
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
A block of permitted size contributes . A set of such blocks therefore has exponential generating function .
Incorrect! Try again.
60How many integer solutions satisfy with for every ?
generating functions
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The count is the coefficient of in . Inclusion-exclusion gives .
Incorrect! Try again.
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