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

What is the primary application of the Knapsack problem?

Sorting

Resource allocation

Searching

2 / 40

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

Bellman-Ford algorithm

Kruskal's algorithm

Greedy approximation algorithm

3 / 40

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

Finding shortest paths

Finding maximum flow

Solving assignment problems

4 / 40

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

Greedy choice

Random sampling

Solving overlapping subproblems

5 / 40

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

Johnson's algorithm

Prim's algorithm

Kruskal's algorithm

6 / 40

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

Simpler implementation

Overlapping subproblems

Randomization

7 / 40

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

Simulating ant behavior

Random sampling

Greedy choice

8 / 40

What is the primary use of the Hungarian algorithm?

Solving assignment problems

Searching

Sorting

9 / 40

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

Kőnig's theorem based algorithm

Bellman-Ford algorithm

Simplex algorithm

10 / 40

Which algorithm is used for solving linear programming problems?

Simplex algorithm

Bellman-Ford algorithm

Prim's algorithm

11 / 40

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

Solving integer programming problems

Finding shortest path

Sorting elements

12 / 40

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

Find minimum spanning tree

Find maximum flow

Find shortest path

13 / 40

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

Handles negative weights

Faster execution

Uses less memory

14 / 40

What is the purpose of the Viterbi algorithm in optimization?

Finding the most likely sequence of hidden states

Searching elements

Sorting elements

15 / 40

Which algorithm is used for solving the set cover problem?

Simplex algorithm

Bellman-Ford algorithm

Greedy approximation algorithm

16 / 40

What is the purpose of the Edmonds-Karp algorithm?

Find minimum spanning tree

Find maximum flow

Find shortest path

17 / 40

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

Guaranteed optimal solution

Mimics natural selection

Uses less memory

18 / 40

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

Uses less memory

Faster solutions

Guaranteed optimal solution

19 / 40

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

Tarjan's algorithm

Prim's algorithm

Kruskal's algorithm

20 / 40

Which algorithm is used for solving bipartite matching problems?

Ford-Fulkerson algorithm

Hopcroft-Karp algorithm

Kruskal's algorithm

21 / 40

Which algorithm is used for solving the knapsack problem efficiently?

Bellman-Ford algorithm

Dynamic programming

Simplex algorithm

22 / 40

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

Floyd-Warshall algorithm

Christofides algorithm

A* algorithm

23 / 40

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

Bellman-Ford algorithm

Dijkstra's algorithm

Kruskal's algorithm

24 / 40

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

Stoer-Wagner algorithm

Kruskal's algorithm

Dijkstra's algorithm

25 / 40

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

Prunes search space

Faster execution

Uses less memory

26 / 40

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

Solving stable matching problems

Finding maximum flow

Finding shortest paths

27 / 40

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

Bellman-Ford algorithm

Dijkstra's algorithm

Floyd-Warshall algorithm

28 / 40

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

Solving maximum flow problems

Finding minimum spanning trees

Finding shortest paths

29 / 40

Which algorithm is used for solving the vertex cover problem?

Greedy approximation algorithm

Bellman-Ford algorithm

Simplex algorithm

30 / 40

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

Ford-Fulkerson algorithm

Prim's algorithm

Kruskal's algorithm

31 / 40

What is the main feature of a greedy algorithm?

Backtracking

Random sampling

Locally optimal choice

32 / 40

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

Kruskal's algorithm

Bron-Kerbosch algorithm

Bellman-Ford algorithm

33 / 40

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

Find maximum matching

Find shortest path

Find minimum cut

34 / 40

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

Kruskal's algorithm

Karmarkar-Karp algorithm

Bellman-Ford algorithm

35 / 40

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

Dijkstra's algorithm

Kruskal's algorithm

Prim's algorithm

36 / 40

What is the purpose of simulated annealing in combinatorial optimization?

Simplifies problem

Always finds global optimum

Avoid local optima

37 / 40

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

Quicksort

Bellman-Ford algorithm

Patience sorting algorithm

38 / 40

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

Using memory structures

Random sampling

Greedy choice

39 / 40

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

Floyd-Warshall algorithm

A* algorithm

Nearest neighbor algorithm

40 / 40

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

Bellman-Ford algorithm

Kruskal's algorithm

Hierholzer's algorithm

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Computer MCQs 360April 26, 2024

0 3 1 minute read