'Can a flow network graph exist without a path from the source to the sink?

Currently I'm trying to build a flow network that will determine if a flight path can be taken from a source (starting city), possibly through various other nodes (other cities) to the sink (target city). However I can not garuantee that there will be a existing flight path from the source to the sink and thus I'm wondering if this scenario would still construct a valid flow network?

A further question would be what value would Ford-Fulkerson's and Edmonds-Karp's respective algorithms return upon analysing the given graph in this scenario? I.e would they return 0 as there is no max flow from source to sink, or would they return the maximum flow they recorded before terminating without finding the sink.



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