Graph - Why most graph algorithms do not adapt so easily to negative numbers?

Because when you are considering the minimum or maximum cost of a path you always end up considering the sum of all single steps.

This is true for Dijkstra's Algorithm, but not for shortest path algorithms in general. The Bellman-Ford Algorithm can deal with negative edge weights, provided the graph does not contain negative cycles. However.

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