Math Problem Statement
Max flow
How many arcs are in set Q (all non existing arcs)?
Solution
To determine the number of arcs in set , which represents all non-existing arcs in the graph, we need to analyze the directed graph given and compare it to a complete graph.
Steps to Find Set
-
Count All Possible Arcs: For a directed graph with nodes, a complete graph has directed arcs because each node can have an arc to every other node except itself.
In this case, there are 8 nodes (A, B, C, D, E, F, G, H), so the total possible arcs are:
-
Count Existing Arcs: We count all arcs present in the graph.
- From the diagram:
- A → B, A → C
- B → C, B → E
- C → D
- D → F, D → H
- E → F, E → G
- F → H
- Total existing arcs: 11
- From the diagram:
-
Calculate Non-Existing Arcs in Set :
So, the number of arcs in set is 45.
Would you like a further breakdown of any step, or have any additional questions? Here are some related questions for further exploration:
- How would you model the capacity constraints for each arc in the LP formulation?
- What objective function would you set to maximize flow from node A to node H?
- How would you write the flow conservation constraints for intermediate nodes like B, C, D, etc.?
- Could you discuss the effect of removing an arc on the maximum flow?
- How would the LP change if you wanted to minimize the flow instead?
Tip: When analyzing flow problems, always verify if arcs have capacity constraints, as these directly impact the formulation and solution of the max flow problem.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Network Flow
Max Flow Problem
Formulas
Flow conservation constraint: sum of inflows - sum of outflows = 0 for intermediate nodes
Capacity constraint: flow along each arc <= capacity of the arc
Objective function: maximize the flow from the source to the sink
Theorems
Max-flow min-cut theorem
Suitable Grade Level
Undergraduate level (Operations Research, Optimization)
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