Random Graphs — the mathematical framework behind network science

Dr. Simi Haber

Random graphs serve as models for complex networks. We will present the classic model of Erdős and Rényi and describe the phase transition it goes through. After a discussion on the merits required from a model of complex networks, we will study generalized random graphs,  the configuration model and preferential attachment models, and learn about the advantages each model offers.