Question

You have a 10-liter container, a 7-liter container, and a 4-liter container. The large container is...

You have a 10-liter container, a 7-liter container, and a 4-liter container. The large container is empty; the other two are full of water. You are challenged to rearrange the water, using as few operations as possible, so that there are exactly two liters in either the 7-liter or the 4-liter container. You are allowed to perform only one type of operation: pouring the contents of one container into another, stopping only when the source container is empty or the destination container is full.

In this problem, your goal is to model this scenario as a graph and to solve it with a graph algorithm.

Answer the following questions:


What should each vertex in the graph represent?

What should each edge in the graph represent?

What specific question about the graph needs to be answered to solve the problem?

What algorithm should be used to answer the question from posed above? BFS, Strongly connected components, topological sort, or DFS?

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Answer #1

Hi,

Please find the answers below:

What should each vertex in the graph represent?

Each vertex in the graph should represent a state of all the containers.
Initial state is given in the description. (You have a 10-liter container, a 7-liter container, and a 4-liter container. The large container is empty; the other two are full of water.)
Let’s represent the vertex using the contents in
(10l container, 7l container, 4l container)
i.e
Initial state -> (0,7,4)

What should each edge in the graph represent?

Each edge in the graph should represent a transition function between the states. Let’s make it as unweighted graph i.e pouring 7l or 4l or 10l are same and is counted as 1 operation. Directed acyclic graph.

What specific question about the graph needs to be answered to solve the problem?
You need to reach a goal state using as few operations as possible:
( 11-x, 2 , x ) or (11-x, x , 2)
i.e You are challenged to rearrange the water, using as few operations as possible, so that there are exactly two liters in either the 7-liter or the 4-liter container.
You can search the graph starting from the Initial state, and stop the search when the goal state is reached.

What algorithm should be used to answer the question from posed above? BFS, Strongly connected components, topological sort, or DFS?

Breadth First Search can be used to answer the question.

Hope this helps.
Thanks.

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