COP-4534: Combinatorial Optimization Quiz

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11 Questions

In the Traveling Salesman Problem (TSP), what is the requirement for visiting each city?

Once

What is the main goal of combinatorial optimization problems?

Maximizing the objective function

Which type of graph is used to represent the Traveling Salesman Problem?

Complete weighted graph

What makes Combinatorial Optimization problems particularly challenging?

Large solution space

What is the key characteristic of the shortest route in the Traveling Salesman Problem?

Visits every vertex exactly once

What is the purpose of constructing all permutations of the vertices of a graph in the context of Combinatorial Optimization?

To find the Hamiltonian cycle with minimum cost

In the context of Combinatorial Optimization, what is a common approach to solving the Traveling Salesman Problem (TSP) using exhaustive search?

Finding all permutations of the graph vertices and calculating the cost of each cycle

What is the role of the 'constructCandidateSet' function in the 'printPermutations' method?

To generate a list of possible vertices for permutation at a certain index

Why is it essential to compute and compare the cost of each cycle when finding permutations for the graph vertices?

To determine the cycle with the smallest cost

What does the 'printArray' function likely do in the context of Combinatorial Optimization?

Display the vertices of a computed cycle

In Combinatorial Optimization, what does 'Heuristic method' refer to?

An approximate approach used when an exhaustive search is not feasible

Test your knowledge on combinatorial optimization techniques and the Traveling Salesman Problem from the textbook 'The Algorithm Design Manual, 3rd Edition'. Explore how to find optimal solutions for hard combinatorial problems.

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