Network Reconstruction in Terms of the Priori Structure Information

In this paper, we investigate the reconstruction of networks based on priori structure information by Element Elimination Method (EEM). We firstly generate four types synthetic as small-world networks, random regular and Apollonian networks. Then, randomly delete a fraction links in original Finally, employ EEM, resource allocation (RA) structural perturbation method (SPM) to reconstruct with 90% information. The experimental results show that, comparing RA SPM, EEM has higher indices accuracy also compare performance SPM empirical Higher accuracy, measured local success rates, could be achieved which are improved 64.11 47.81%, respectively.