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
- A network has source , sink and intermediate nodes and . The directed arcs and their capacities are 7, 6, 2, 4 and 8.Explain why the flow from to cannot exceed 12.2 marks
- Two factories and can make at most 10 and 8 tonnes of a product per hour. They send it through a depot to two shops and , which can receive at most 8 and 6 tonnes per hour. The directed arcs and their capacities (tonnes per hour) are 9, 6, 3, 5 and 7.Explain why arc cannot be saturated in a maximum flow.2 marks
- A network has source , sink and nodes , and . The directed arcs and their capacities are 10, 6, 3, 5, 4, 2 and 9.Find the capacity of the cut that separates from .3 marks
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).