Generalizing Perron--Frobenius theory and eigenvector-based centralities to networks with complex edge weights

Yu Tian, Mason A. Porter, Lucas Böttcher

A fundamental concept in linear algebra and its applications to network analysis is the Perron--Frobenius (PF) theorem, which underpins eigenvector-based centrality measures such a…