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Flows, cuts and the max-flow min-cut theoremAQA A-Level Further Maths: Flashcards

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What is a flow network?

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What is a flow network?
A network of directed arcs with capacities, a source where flow enters and a sink where it leaves.
State the two rules for a feasible flow.
Flow on each arc is at most its capacity (and non-negative), and flow in equals flow out at every intermediate node.
What is the value of a flow?
The total flow leaving the source, which equals the total flow arriving at the sink.
What does it mean for an arc to be saturated?
Its flow equals its capacity.
What is a cut?
A division of the nodes into two sets, one containing the source and one containing the sink.
How is the capacity of a cut found?
Add the capacities of the arcs directed from the source side to the sink side.
Are arcs directed from the sink side to the source side counted in a cut?
No. Only arcs leaving the source set are counted.
Compare any flow with any cut.
The value of any flow is at most the capacity of any cut.
State the max-flow min-cut theorem.
In any network the value of the maximum flow equals the capacity of the minimum cut.
How do you prove a flow is maximal?
Find a cut whose capacity equals the flow value, then quote the max-flow min-cut theorem.
When does raising an arc's capacity increase the maximum flow?
Only if the arc lies in every minimum cut.
What is a supersource and how is it joined?
A single added source, with an arc from it to each real source; each arc has the capacity of the supply.
What is a supersink and how is it joined?
A single added sink, with an arc into it from each real sink; each arc has the capacity of the demand.

Exam questions on Flows, cuts and the max-flow min-cut theorem

  1. A network has source SS, sink TT and intermediate nodes AA and BB. The directed arcs and their capacities are SASA 7, SBSB 6, ABAB 2, ATAT 4 and BTBT 8.
    Explain why the flow from SS to TT cannot exceed 12.2 marks
  2. Two factories F1F_1 and F2F_2 can make at most 10 and 8 tonnes of a product per hour. They send it through a depot DD to two shops T1T_1 and T2T_2, which can receive at most 8 and 6 tonnes per hour. The directed arcs and their capacities (tonnes per hour) are F1DF_1D 9, F2DF_2D 6, F1T1F_1T_1 3, DT1DT_1 5 and DT2DT_2 7.
    Explain why arc DT2DT_2 cannot be saturated in a maximum flow.2 marks
  3. A network has source SS, sink TT and nodes AA, BB and CC. The directed arcs and their capacities are SASA 10, SBSB 6, ABAB 3, ACAC 5, BCBC 4, BTBT 2 and CTCT 9.
    Find the capacity of the cut that separates {S,B}\{S,B\} from {A,C,T}\{A,C,T\}.3 marks
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Written by the Exaim team, led by Shaun Daswani (Head of Upper Secondary, Improve ME Institute; MSc Financial Mathematics, Imperial College London; BSc, UCL) and Jason Daswani (operational lead, Improve ME Institute; LSE).