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L6FM1

    Further Maths

Discrete/Decision Maths

   Dr Cooper (NSC)
Graph Theory
Graph Theory
Graph Theory
Biochemical Networks
Graph Theory
A graph (network) is a collection
of nodes (also called vertices,
shown by blobs) connected by
arcs (or edges or legs, shown
by straight or curved lines)
Graph Theory
A graph (network) is a collection
of nodes (also called vertices,
shown by blobs) connected by
arcs (or edges or legs, shown
by straight or curved lines)

 Graphs can used to represent oil flow in pipes, traffic flow
 on motorways, transport of pollution by rivers, groundwater
 movement of contamination, biochemical pathways, the
 underground network, etc
Graph Theory
Simple graphs do not have
loops or multiple arcs between
pairs of nodes. Most networks in
D1 are Simple graphs.
Graph Theory
Simple graphs do not have
loops or multiple arcs between
pairs of nodes. Most networks in
D1 are Simple graphs.
Graph Theory
A complete graphs is one in
which every node is connected       K4
to every other node. The notation
for the complete graph with n
nods is Kn
Graph Theory
A subgraph can be formed by removing arcs and/or nodes
from another graph.




              Graph                    Subgraph
Graph Theory
A bipartite graph is a graph in which there are 2 sets of
nodes. There are no arcs within either set of nodes.
Graph Theory
A complete bipartite graph is a bipartite graph in which …
Graph Theory
A complete bipartite graph is a bipartite graph in which
every node in one set is connected to every node in the other
set
Graph Theory
                                            B
The order of a node is the number                   C
of arcs meeting at that node.           A
                                                D
In the subgraph shown, A and F
have order 2, B and C have order 3                  F
and D has order 4. A, D and F have
even order, B and C odd order.

Since every arc adds 2 to the total
order of all the nodes, this total is
always even.
Graph Theory
                                              B
A connected graph is one for                              C
which a path can be found between A
any two nodes.                                    D
                                          X
The illustrated graph is NOT                          Y   F
connected.
                                      Z
Graph Theory                    E

                                           B
An Eulerian Graph has every                        C
node of even order.                    A
                                               D
Euler proved that this was identical
to there being a closed trail                      F
containing every arc precisely
once. e.g. BECFDABCDB
Graph Theory
                                           B
A semi-Eulerian Graph has                          C
exactly two nodes of odd order.        A
                                               D
Such graphs contain a non-closed
trail containing every arc precisely               F
once.
Graph Theory
                                           B
A semi-Eulerian Graph has                          C
exactly two nodes of odd order.        A
                                               D
Such graphs contain a non-closed
trail containing every arc precisely               F
once.

Such a trail must start at one odd
node and finish at the other.
e.g. BADBCDFC
Konigsberg Bridges
Konigsberg Bridges

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Graphs

  • 1. L6FM1 Further Maths Discrete/Decision Maths Dr Cooper (NSC)
  • 5.
  • 7.
  • 8. Graph Theory A graph (network) is a collection of nodes (also called vertices, shown by blobs) connected by arcs (or edges or legs, shown by straight or curved lines)
  • 9. Graph Theory A graph (network) is a collection of nodes (also called vertices, shown by blobs) connected by arcs (or edges or legs, shown by straight or curved lines) Graphs can used to represent oil flow in pipes, traffic flow on motorways, transport of pollution by rivers, groundwater movement of contamination, biochemical pathways, the underground network, etc
  • 10. Graph Theory Simple graphs do not have loops or multiple arcs between pairs of nodes. Most networks in D1 are Simple graphs.
  • 11. Graph Theory Simple graphs do not have loops or multiple arcs between pairs of nodes. Most networks in D1 are Simple graphs.
  • 12. Graph Theory A complete graphs is one in which every node is connected K4 to every other node. The notation for the complete graph with n nods is Kn
  • 13. Graph Theory A subgraph can be formed by removing arcs and/or nodes from another graph. Graph Subgraph
  • 14. Graph Theory A bipartite graph is a graph in which there are 2 sets of nodes. There are no arcs within either set of nodes.
  • 15. Graph Theory A complete bipartite graph is a bipartite graph in which …
  • 16. Graph Theory A complete bipartite graph is a bipartite graph in which every node in one set is connected to every node in the other set
  • 17. Graph Theory B The order of a node is the number C of arcs meeting at that node. A D In the subgraph shown, A and F have order 2, B and C have order 3 F and D has order 4. A, D and F have even order, B and C odd order. Since every arc adds 2 to the total order of all the nodes, this total is always even.
  • 18. Graph Theory B A connected graph is one for C which a path can be found between A any two nodes. D X The illustrated graph is NOT Y F connected. Z
  • 19. Graph Theory E B An Eulerian Graph has every C node of even order. A D Euler proved that this was identical to there being a closed trail F containing every arc precisely once. e.g. BECFDABCDB
  • 20. Graph Theory B A semi-Eulerian Graph has C exactly two nodes of odd order. A D Such graphs contain a non-closed trail containing every arc precisely F once.
  • 21. Graph Theory B A semi-Eulerian Graph has C exactly two nodes of odd order. A D Such graphs contain a non-closed trail containing every arc precisely F once. Such a trail must start at one odd node and finish at the other. e.g. BADBCDFC