Performance Evaluations of Graph Spectra on Evolving Systems

Evolving complex networks are abundant in the real world, i.e., Networks with different sizes (number of nodes) may originate from the same evolving system. In this paper, we use some typical evolving models of complex networks to evaluate the performances of graph spectra. The experimental results verify that the normalized Laplacian spectrum is a good indicator to distinguish between different evolving systems.