Hi, Lemouth.
I'm sorry for the late response. Choice of the algorithm should depend on the specific application. If it's a single-source shortest path problem then Dijkstra's algorithm with Fibonacci heap is a best choice. If you need to find all pairs shortest paths, then you should rather use Floyd–Warshall algorithm
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Thanks! I always appreciate answers, even when late. We are all pretty busy and I can understand that, don't worry ^^