Virtual Labs

What is the Random Search Algorithm??

a: A search algorithm that always finds the optimal solution Explanation

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b: A search algorithm that explores the graph in a systematic manner Explanation

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c: A heuristic algorithm used for optimization problems Explanation

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d: A graph traversal algorithm that always finds the shortest path Explanation

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What is the main advantage of using Random Search in graph search?

a: It guarantees finding an optimal solution Explanation

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b: It requires minimal computational resources Explanation

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c: It can only be applied to certain types of graphs Explanation

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d: It always finds the shortest path in the graph Explanation

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What is a common use case for the Random Search Algorithm?

a: Finding the shortest path in a graph Explanation

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b: Solving a traveling salesman problem Explanation

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c: Function optimization Explanation

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d: Sorting a list of numbers Explanation

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Which of the following is an example of a problem that can be solved using the Random Search Algorithm?

a: Finding the shortest path between two cities Explanation

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b: Determining the most efficient way to schedule employees Explanation

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c: Minimizing the cost of a production process Explanation

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d: Finding the maximum flow through a network Explanation

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What is the difference between the Random Search Algorithm and the Hill Climbing Algorithm?

a: Hill Climbing always finds the optimal solution, while Random Search does not Explanation

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b: Hill Climbing explores the graph in a systematic manner, while Random Search is random Explanation

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c: Hill Climbing only works with directed graphs, while Random Search works with any type of graph Explanation

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d: There is no difference between the two algorithms Explanation

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Can the Random Search Algorithm be used for multi-objective optimization?

a: Yes Explanation

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b: No Explanation

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Perform and visualize Random Search