Directed-Graph Modeling of Round-Robin Tournament Outcomes (Beat Relation)

Directed-Graph Modeling of Round-Robin Tournament Outcomes (Beat Relation)

Verified Sources
Sep 12, 2026

In a round-robin tournament, each pair of teams plays exactly once. We can model the “beat” outcome using a Directed Graph. Let each team be a vertex, and draw a directed edge from the team that wins to the team that loses (e.g., an edge TBT \rightarrow B means Tigers beat Blue Jays).

This creates a Tournament Graph where for every two distinct teams uu and vv, exactly one of uvu \rightarrow v or vuv \rightarrow u is present.

Key terms you’ll use:

  • Vertex
  • Directed Edge
  • Out-degree
  • In-degree

Directed Graphs: Vertices, Edges, and Representations

Translate the given results into edges

We are told these outcomes:

  • Tigers beat Blue Jays
  • Tigers beat Cardinals
  • Tigers beat Orioles
  • Blue Jays beat Cardinals
  • Blue Jays beat Orioles
  • Cardinals beat Orioles

Using the rule: “winner \rightarrow loser,” the vertex set is V={Tigers,Blue Jays,Cardinals,Orioles}.V=\{\text{Tigers},\text{Blue Jays},\text{Cardinals},\text{Orioles}\}.

And the directed edge set is E={(TigersBlue Jays),(TigersCardinals),(TigersOrioles),(Blue JaysCardinals),(Blue JaysOrioles),(CardinalsOrioles)}.E=\{(\text{Tigers}\rightarrow \text{Blue Jays}),(\text{Tigers}\rightarrow \text{Cardinals}),(\text{Tigers}\rightarrow \text{Orioles}),(\text{Blue Jays}\rightarrow \text{Cardinals}),(\text{Blue Jays}\rightarrow \text{Orioles}),(\text{Cardinals}\rightarrow \text{Orioles})\}.

This is a Complete Oriented Graph with a consistent win/loss direction for each pair.

Model the tournament as a directed graph

  1. 1
    Step 1

    Make one vertex for each team: Tigers, Blue Jays, Cardinals, Orioles.

  2. 2
    Step 2

    For each statement “X beat Y,” add the directed edge XYX\rightarrow Y.

  3. 3
    Step 3

    Check that for every pair of distinct teams, exactly one directed edge exists (winner to loser).

  4. 4
    Step 4

    Use a diagram or list the edge set EE explicitly.

Edge list (explicit directed graph model)

The directed graph is:

  • Tigers \rightarrow Blue Jays
  • Tigers \rightarrow Cardinals
  • Tigers \rightarrow Orioles
  • Blue Jays \rightarrow Cardinals
  • Blue Jays \rightarrow Orioles
  • Cardinals \rightarrow Orioles

We can also show the edge set as pairs in a compact form:

E={(T,B),(T,C),(T,O),(B,C),(B,O),(C,O)}E=\{(T,B),(T,C),(T,O),(B,C),(B,O),(C,O)\}

where T=TigersT=\text{Tigers}, B=Blue JaysB=\text{Blue Jays}, C=CardinalsC=\text{Cardinals}, O=OriolesO=\text{Orioles}.

In-degree and Out-degree from the directed ‘beat’ graph

Out-degree = number of teams the team beat; In-degree = number of teams that beat the team.

Pro Tip: Use a consistent orientation rule

Always orient edges from the winner to the loser. If you reverse the arrow direction, you’ll be modeling the opposite relation (“lost to”).

Common pitfall: Missing one pair

In a round-robin with 4 teams, there are (42)=6\binom{4}{2}=6 pairwise games. Your directed graph must contain 6 edges total; missing an outcome means your model is incomplete.

Quick validation questions

Knowledge Check

Question 1 of 4
Q1Single choice

In the directed graph model, what does the edge Blue JaysOrioles\text{Blue Jays} \rightarrow \text{Orioles} represent?