The cut capacity of , with the complement of a set, is
Only outward directed edges contribute; incoming and internal edges contribute nothing.[ref]
Here is the accounting behind the bound, using nonnegative original edge amounts in a finite flow network. Sum the divergence of a flow over the vertices in :
An edge with both endpoints in appears once with a plus sign at its tail and once with a minus sign at its head, so those contributions cancel. An outward edge appears only with a plus sign; an incoming edge appears only with a minus sign. Since , and every other vertex satisfies flow conservation, the left side is the flow value. Thus
The inequality uses two facts separately: each forward flow is at most its flow network edge capacity, and each backward flow is nonnegative. This is the weak duality bound underlying the max-flow min-cut theorem. It is an accounting proof, requiring no choice of augmenting paths.
For in the running example, explicitly add the two divergences of a flow:
The internal edge cancels. The edge is a genuine original directed edge entering , so its flow is subtracted; this is different from a backward edge in a residual network. Its flow network edge capacity is neither added to nor subtracted from cut capacity, which remains .
Equality in the bound holds precisely when every outward edge is saturated and every incoming edge carries zero flow, because
and every term is nonnegative. For the two outward edges are saturated and there are no incoming edges, so the gap is zero. For all outward edges are still saturated, but the incoming flow of gives a gap of . This explains exactly why the second cut of a flow network is not a minimum cut.

Articles by others on the same topic (0)

There are currently no matching articles.