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    Upvotes3answered Nov 1, 2012 at 3:00

    It sounds like you want an all pairs shortest path algorithm. This is the class of shortest path algorithms that attempt to compute the shortest path (or the length of the shortest path) between every pair of vertices in the graph.

    These is a well-known problem, and solutions exist. Here's some reading material that describes other possible algorithms. There might be implementations of Johnson's algorithm for your chosen language and development environment.

    Keep in mind, this is an expensive problem, computationally speaking.

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