Combinatorial Optimization Algorithms MCQs With Answers

Computer MCQs 360April 26, 2024

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Combinatorial Optimization Algorithms Online Quiz

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Test Name: Combinatorial Optimization Algorithms MCQ Quiz Practice
Type: Quiz Test
Total Questions: 40
Total Marks: 40
Time: 40 minutes

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Combinatorial Optimization Algorithms

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1 / 40

Which algorithm is used for solving the vertex cover problem?

Simplex algorithm

Bellman-Ford algorithm

Greedy approximation algorithm

2 / 40

Which algorithm is used for solving the knapsack problem efficiently?

Simplex algorithm

Dynamic programming

Bellman-Ford algorithm

3 / 40

What is the primary use of the Hungarian algorithm?

Searching

Solving assignment problems

Sorting

4 / 40

What is the purpose of the Blossom algorithm in graph theory?

Find maximum matching

Find shortest path

Find minimum cut

5 / 40

What is the main application of the dynamic programming approach in optimization?

Random sampling

Solving overlapping subproblems

Greedy choice

6 / 40

Which combinatorial optimization algorithm is used for finding cliques in a graph?

Bellman-Ford algorithm

Bron-Kerbosch algorithm

Kruskal's algorithm

7 / 40

What is the primary application of the Knapsack problem?

Resource allocation

Sorting

Searching

8 / 40

Which algorithm is used for finding the strongly connected components in a graph?

Tarjan's algorithm

Prim's algorithm

Kruskal's algorithm

9 / 40

Which algorithm is used for solving the minimum cut problem in a graph?

Stoer-Wagner algorithm

Kruskal's algorithm

Dijkstra's algorithm

10 / 40

What is the purpose of the Viterbi algorithm in optimization?

Searching elements

Sorting elements

Finding the most likely sequence of hidden states

11 / 40

What is the key advantage of dynamic programming in optimization problems?

Randomization

Simpler implementation

Overlapping subproblems

12 / 40

Which algorithm is used for solving linear programming problems?

Prim's algorithm

Simplex algorithm

Bellman-Ford algorithm

13 / 40

What is the purpose of the Ford-Fulkerson algorithm in network flow problems?

Find minimum spanning tree

Find shortest path

Find maximum flow

14 / 40

What is the purpose of simulated annealing in combinatorial optimization?

Avoid local optima

Always finds global optimum

Simplifies problem

15 / 40

Which algorithm is used for solving bipartite matching problems?

Ford-Fulkerson algorithm

Hopcroft-Karp algorithm

Kruskal's algorithm

16 / 40

Which algorithm is used for finding the shortest path in a graph with non-negative weights?

Kruskal's algorithm

Prim's algorithm

Dijkstra's algorithm

17 / 40

What is the primary use of the Kuhn-Munkres algorithm?

Finding shortest paths

Solving assignment problems

Finding maximum flow

18 / 40

Which algorithm is used for finding the longest increasing subsequence in a sequence?

Patience sorting algorithm

Quicksort

Bellman-Ford algorithm

19 / 40

What is the main advantage of the Bellman-Ford algorithm over Dijkstra's algorithm?

Handles negative weights

Uses less memory

Faster execution

20 / 40

What is the primary use of the Gale-Shapley algorithm?

Finding maximum flow

Solving stable matching problems

Finding shortest paths

21 / 40

Which algorithm is used for finding the minimum vertex cover in bipartite graphs?

Bellman-Ford algorithm

Kőnig's theorem based algorithm

Simplex algorithm

22 / 40

What is the main purpose of the branch and bound algorithm?

Finding shortest path

Solving integer programming problems

Sorting elements

23 / 40

What is the key advantage of using branch and bound in combinatorial optimization?

Prunes search space

Uses less memory

Faster execution

24 / 40

Which algorithm is used for solving the set cover problem?

Simplex algorithm

Bellman-Ford algorithm

Greedy approximation algorithm

25 / 40

What is the key concept behind tabu search in combinatorial optimization?

Random sampling

Greedy choice

Using memory structures

26 / 40

What is the main feature of a greedy algorithm?

Backtracking

Random sampling

Locally optimal choice

27 / 40

Which combinatorial optimization algorithm is used for job scheduling on machines?

Kruskal's algorithm

Prim's algorithm

Johnson's algorithm

28 / 40

Which combinatorial optimization algorithm is used for finding Eulerian circuits in a graph?

Hierholzer's algorithm

Bellman-Ford algorithm

Kruskal's algorithm

29 / 40

Which algorithm is used to find all pairs shortest paths in a weighted graph?

Dijkstra's algorithm

Bellman-Ford algorithm

Floyd-Warshall algorithm

30 / 40

Which algorithm is used for solving the independent set problem in graphs?

Greedy approximation algorithm

Kruskal's algorithm

Bellman-Ford algorithm

31 / 40

What is the key concept behind the ant colony optimization algorithm?

Random sampling

Simulating ant behavior

Greedy choice

32 / 40

Which combinatorial optimization algorithm is used for solving the traveling salesman problem (TSP)?

Christofides algorithm

A* algorithm

Floyd-Warshall algorithm

33 / 40

Which algorithm is used for finding the minimum spanning tree of a connected graph?

Dijkstra's algorithm

Bellman-Ford algorithm

Kruskal's algorithm

34 / 40

What is the primary use of the Push-Relabel algorithm?

Finding shortest paths

Finding minimum spanning trees

Solving maximum flow problems

35 / 40

Which algorithm is used for solving the traveling salesman problem approximately?

Floyd-Warshall algorithm

A* algorithm

Nearest neighbor algorithm

36 / 40

What is the main advantage of using genetic algorithms in optimization?

Guaranteed optimal solution

Mimics natural selection

Uses less memory

37 / 40

Which combinatorial optimization algorithm is used for partitioning a set into subsets?

Karmarkar-Karp algorithm

Kruskal's algorithm

Bellman-Ford algorithm

38 / 40

What is the main advantage of using heuristic algorithms in optimization?

Uses less memory

Faster solutions

Guaranteed optimal solution

39 / 40

What is the purpose of the Edmonds-Karp algorithm?

Find maximum flow

Find minimum spanning tree

Find shortest path

40 / 40

Which algorithm is used for solving maximum flow problems in networks?

Ford-Fulkerson algorithm

Kruskal's algorithm

Prim's algorithm

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Computer MCQs 360April 26, 2024

0 3 1 minute read