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Adjacency matrix
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===Directed graphs=== The adjacency matrix of a directed graph can be asymmetric. One can define the adjacency matrix of a directed graph either such that # a non-zero element {{mvar|A<sub>ij</sub>}} indicates an edge from {{mvar|i}} to {{mvar|j}} or # it indicates an edge from {{mvar|j}} to {{mvar|i}}. The former definition is commonly used in graph theory and social network analysis (e.g., sociology, political science, economics, psychology).<ref> {{citation | title=Analyzing Social Networks | edition=2nd | first1=Steve | last1=Borgatti | first2=Martin | last2=Everett | first3=Jeffrey | last3=Johnson | publisher=SAGE | year=2018 | at=p. 20 }}</ref> The latter is more common in other applied sciences (e.g., dynamical systems, physics, network science) where {{mvar|A}} is sometimes used to describe linear dynamics on graphs.<ref> {{citation | title=Networks | edition=2nd | first=Mark | last=Newman | publisher=Oxford University Press | year=2018 | at=p. 110 }}</ref> Using the first definition, the [[Directed graph#Indegree and outdegree|in-degrees]] of a vertex can be computed by summing the entries of the corresponding column and the out-degree of vertex by summing the entries of the corresponding row. When using the second definition, the in-degree of a vertex is given by the corresponding row sum and the out-degree is given by the corresponding column sum. {| class="wikitable" style="text-align: center; width: 700px;" ! Labeled graph ! Adjacency matrix |- | [[File:Symmetric group 4; Cayley graph 4,9; numbers.svg|250px]] <br>[[Directed graph|Directed]] [[Cayley graph]] of [[Symmetric group|S]]<sub>4</sub> | [[File:Symmetric group 4; Cayley graph 4,9 (adjacency matrix).svg|250px]] <br>Coordinates are 0β23. <br>As the graph is directed, the matrix is not necessarily [[Symmetric matrix|symmetric]]. |}
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