Eigenvector components of symmetric, graph-related matrices
P. Van Mieghem (TU Delft - Network Architectures and Services)
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Abstract
Although eigenvectors belong to the core of linear algebra, relatively few closed-form expressions exist, which we bundle and discuss here. A particular goal is their interpretation for graph-related matrices, such as the adjacency matrix of an undirected, possibly weighted graph.