Graph Theory (Edexcel International AS Maths: Decision 1)

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Naomi C

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Naomi C

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Introduction to Graph Theory

What is graph theory?

  • Graph theory is the study of graphs, which are mathematical structures used to represent objects and the connections between them
    • Graphs can be used in modelling many real-life applications, e.g. electrical circuits, flight paths, maps etc.

Edges (Arcs) & Vertices (Nodes)

What are the different parts of a graph?

  • A graph is made up of a number of points (vertices or nodes) that are connected by lines (edges or arcs)  
  • A vertex (node) can represent an object, a place or a person
    • Adjacent vertices are connected by an edge 
    • Vertices are usually labelled with a letter, e.g. A, B, C...
      • The list of vertices in a graph is sometimes called the vertex set
  • An edge (arc) forms a connection between two vertices
    • Edges are described by the nodes they connect, e.g. AB, AC, BE...
      • The list of edges in a graph is sometimes called the edge set
    • Adjacent edges share a common vertex
    • There may be multiple edges connecting two vertices
    • An edge that starts and ends at the same vertex is called a loop
  • Typically a graph will be drawn such that edges do not overlap
    • Note that if a graph is drawn with overlapping edges, the edges are not connected at points where they overlap
    • Edges are only connected at vertices

-blxnH4__labelled-graph

Properties of Graphs

What are the properties of graphs?

  • The edges of a graph may be assigned a numerical value
    • This value is called the weight (of an edge)
    • Weight is often a measure such as distance, time or money
  • A walk is a finite series of edges in a graph that starts at one vertex and moves from vertex to vertex
    • The (total) weight of a walk is the sum of the weights of the edges that it consists of
  • A path is a walk where no vertex is visited more than once
  • trail is a walk where no edge is visited more than once
    • Every path is also a trail but not every trail is a path
  • A cycle (or circuit) is a path that starts and finishes at the same vertex
    • It is also known as a closed path
  • A tour is a walk that visits every vertex and returns to its start vertex

Types of Graph

What are the types of graph?

  • A connected graph is a graph in which all of its vertices are connected to each other
    • Two vertices are connected if there is a path between them
      • There does not need to be an edge connecting the pair of vertices

connected-graph

  • A complete graph is a graph in which each vertex is connected by an edge to each of the other vertices
    • A complete graph with n vertices is labelled Kn

aMz_m~db_complete-graph

  • If the edges of a graph have a weight, the graph is known as a weighted graph (or network)
    • Networks are not usually drawn to scale

JfxHzXhV_network

  • If the edges of a graph are assigned a direction, they are known as directed edges and the graph is known as a digraph
    • Directed edges of a graph can only be traversed in the direction indicated

9BBq8FNg_digraph

  • A simple graph is undirected and unweighted and contains no loops or vertices connected by multiple edges
  • Given a graph G, a subgraph is a graph which contains only edges and vertices that appear in G
  • A tree is a connected graph that does not contain any cycles
  • A spanning tree is a subgraph (of a graph G) which is also a tree, and which contains all the vertices from G

72C7sUrZ_trees

  • Isomorphic graphs are graphs which show the same information but which are drawn in different ways
    • The number of vertices and the number of edges connected to each vertex are the same 

cez4U8ia_isomorphic-graphs

Examiner Tip

  • There are a lot of specific terms involved in graph theory
    • You are often asked to describe these terms in an exam, so make sure you learn the definitions
    • Note that in many cases there are two terms that describe the same thing!
  • Make sure that any graphs you draw are big and clear so they are easy for the examiner to read

Worked example

The graph G shown below is a connected, unweighted, directed graph with 5 vertices.

3-10-1-we

a)

Write down a cycle, starting at vertex A and visiting exactly 2 other vertices.

A cycle starts and ends at the same vertex, with no other vertex visited more than once
Two other vertices (from the 4 possibilities) need to be included
The directed edges mean, in this case, there is only one such cycle

 ADCA

b)

Write down a path, consisting of more than one edge, that starts at vertex A and ends at vertex B.

A path is a walk that does not repeat any nodes

You must only traverse edges in the directions indicated 

ADCEB

A path does not have to visit every node (so ACEB or ABEB, for example, are also acceptable)

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Naomi C

Author: Naomi C

Expertise: Maths

Naomi graduated from Durham University in 2007 with a Masters degree in Civil Engineering. She has taught Mathematics in the UK, Malaysia and Switzerland covering GCSE, IGCSE, A-Level and IB. She particularly enjoys applying Mathematics to real life and endeavours to bring creativity to the content she creates.