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Digraphs

In this section, we introduce another useful variant of a graph. In a graph, the existence of an edge xy can be used to model a connection between x and y that goes in both ways.

Digraphs

In this section, we introduce another useful variant of a graph. In a graph, the existence of an edge \(xy\) can be used to model a connection between \(x\) and \(y\) that goes in both ways. However, sometimes such a model is insufficient. For instance, perhaps it is possible to fly from Atlanta directly to Fargo but not possible to fly from Fargo directly to Atlanta. In a graph representing the airline network, an edge between Atlanta and Fargo would lose the information that the flights only operate in one direction. To deal with this problem, we introduce a new discrete structure. A digraph \(\bfG\) is a pair \((V,E)\) where \(V\) is a vertex set and \(E\subset V\times V\) with \(x\neq y\) for every \((x,y)\in E\). We consider the pair \((x,y)\) as a directed edge from \(x\) to \(y\). Note that for distinct vertices \(x\) and \(y\) from \(V\), the ordered pairs \((x,y)\) and \((y,x)\) are distinct, so the digraph may have one, both or neither of the directed edges \((x,y)\) and \((y,x)\). This is in contrast to graphs, where edges are sets, so \(\{x,y\}\) and \(\{y,x\}\) are the same.

Diagrams of digraphs use arrowheads on the edges to indicate direction. This is illustrated in . For example, the digraph illustrated there contains the edge \((a,f)\) but not the edge \((f,a)\). It does contain both edges \((c,d)\) and \((d,c)\), however.

When \(\bfG\) is a digraph, a sequence \(P=(r=u_0,u_1,\dots,u_t=x)\) of distinct vertices is called a directed path from \(r\) to \(x\) when \((u_iu_{i+1})\) is a directed edge in \(\bfG\) for every \(i=0,1,\dots,t-1\). A directed path \(C=(r=u_0,u_1,\dots,u_t=x)\) is called a directed cycle when \((u_t,u_0)\) is a directed edge of \(\bfG\).

Symbols used here

x \in A,\ A \subseteq B
element of, subset
x belongs to A; every element of A is in B.
i
imaginary unit
i² = −1.
\neq
not equal
The two sides are different.
n!
factorial
n × (n−1) × … × 1; the number of orderings of n things. 0! = 1.
\binom{n}{k}
binomial coefficient, "n choose k"
Number of k-element subsets of n things: n!/(k!(n−k)!).
\sum_{k=1}^{n} a_k
summation
Add a_k for k = 1 up to n.
\prod_{k=1}^{n} a_k
product
Multiply a_k for k = 1 up to n.
\emptyset,\ |A|
empty set, cardinality
The set with no elements; the number of elements of A.

Questions people ask

Permutation or combination?

Ask whether order matters. A lock code is a permutation (order matters); a hand of cards is a combination (it does not).

What is a graph in this sense?

Dots (vertices) joined by lines (edges) — not a plot. Road maps, social networks and molecules are graphs; questions like "is there a route" and "how few colours" are graph theory.

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Parts of this page are adapted from Keller & Trotter, Applied Combinatorics (CC BY-SA 4.0). Condensed and re-explained here; errors are ours.

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