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Properties of Graphs

Terminology: |V| and |E| (cardinality) normally written just as V and E.

A graph with V vertices has at most V(V-1)/2 edges.

The ratio E:V can vary considerably.

  • if E is closer to V2, the graph is dense
  • if E is closer to V, the graph is sparse
    • Example: web pages and hyperlinks, intersections and roads on street map

Knowing whether a graph is sparse or dense is important

  • may affect choice of data structures to represent graph
  • may affect choice of algorithms to process graph