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How can I find the shortest path in different types of graphs?

An example of an AI chatbot conversation about finding shortest paths in various graph types.

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You

How can I find the shortest path in different types of graphs?

MagicBuddy
MagicBuddy

To find the shortest path, you can use algorithms like Dijkstra's for weighted graphs or BFS for unweighted graphs.

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You

What about directed vs undirected graphs?

MagicBuddy
MagicBuddy

In directed graphs, edges have a direction, so algorithms must account for that. Dijkstra's works for both types.

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You

Can you explain how Dijkstra's algorithm works?

MagicBuddy
MagicBuddy

Sure! Dijkstra's algorithm finds the shortest path from a starting node to all other nodes by exploring the nearest unvisited node.

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You

Are there any limitations to Dijkstra's algorithm?

MagicBuddy
MagicBuddy

Yes, it doesn't work with graphs that have negative weight edges. For those, Bellman-Ford is a better choice.

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