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Laplacian matrix
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=== Directed multigraphs === An analogue of the Laplacian matrix can be defined for directed multigraphs.<ref name="Chaiken1978">{{cite journal | title = Matrix Tree Theorems | author1=Chaiken, S. | author2=Kleitman, D. | author-link2=Daniel Kleitman | journal = Journal of Combinatorial Theory, Series A | volume = 24 | number = 3 | pages = 377β381 | year = 1978 | issn = 0097-3165 | doi=10.1016/0097-3165(78)90067-5 | doi-access = free }}</ref> In this case the Laplacian matrix ''L'' is defined as :<math>L = D - A</math> where ''D'' is a diagonal matrix with ''D''<sub>''i'',''i''</sub> equal to the outdegree of vertex ''i'' and ''A'' is a matrix with ''A''<sub>''i'',''j''</sub> equal to the number of edges from ''i'' to ''j'' (including loops).
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