Behind complex networks, there are networks that describe the interaction between components. Basics A network is  a set of nodes interconnected by a set of links. The adjacency matrix [latex]A[/latex] of a network is the matrix which contains non-zero element [latex]A_{ij}[/latex] if there exists an edge between node [latex]i[/latex] and [latex]j[/latex]. The resulting graph is…