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Read Shortest Path Algorithms, when to Use What?

Shortest Path Algorithms, when to Use What?

I often struggled with one thing while solving graph problems, not the implementation, but the decision. Which algorithm should I use here? BFS? Dijkstra? Bellman-Ford? Floyd-Warshall?