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8.6 The Matrix Tree Theorem  263








                                                 V


                                                                                    FIGURE 8.2 Underlying
                                                                                    graph of the circuit of
                                                FIGURE 8.1 Typical electrical circuit.  Figure 8.1.

                                                                             v 2
                                                                  v 1                    v 3
                                                                              v 7

                                                                       v 10        v 8


                                                                              v 9
                                                                  v 6                    v 4
                                                                              v 5
                                                                    v 1     v 2
                                                                                         v 3
                                                                              v 7
                                                                                    v
                                                                       v 10          9


                                                                  v 6          v 5       v 4
                                                                              v 2
                                                                  v 1                    v 3

                                                                              v 7
                                                                      v 10          v 8

                                                                               v 9
                                                                  v 6         v 5        v 4


                                                                  FIGURE 8.3 Labeled graph and
                                                                  two spanning trees.

                                        spanning trees in the labeled graph. A spanning tree is a collection of lines in the graph forming
                                        no closed loops, but containing a path between any two points of the graph. Figure 8.3 shows a
                                        labeled graph and two spanning trees in this graph.
                                           Kirchhoff derived a relationship between determinants and the number of spanning trees in
                                        a labeled graph.


                                  THEOREM 8.6   The Matrix Tree Theorem

                                        Let G be a graph with vertices labeled v 1 ,v 2 ,··· ,v n .Forman n × n matrix T =[t ij ] as follows.
                                        If i = j, then t ij is the number of lines to v i in the graph. If i  = j, then t ij = 0ifthereisnoline
                                        between v i and v j in G, and t ij =−1 if there is such a line. Then all cofactors of T are equal and
                                        their common value is the number of spanning trees in G.




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