Ulteriori informazioni
This multidisciplinary, self-contained reference deals with dynamical processes in networked systems. After introducing the basic concepts and definitions of dynamical systems, the author establishes the algebraic background needed to understand dynamical processes on networks. He then examines models of dynamical processes on networks, the analysis of consensus models, the analysis of synchronization in real networked systems, the replicator-mutator model in networked systems, epidemic models, and social network models. The book also discusses the necessity of extending current models to include nonrandom long-range interactions.
Sommario
Preliminaries and Mathematical Background. Introduction to Dynamical Processes. On Models of Networks. Diffusion Processes in Networks. Consensus Analysis in Networks. Rendezvous, Flocking, and Leader-Follower Dynamics in Networked Systems. Synchronization in Complex Networks. Evolutionary Dynamics on Networks: The Replicator-Mutator Model. Dynamical Processes in Biomolecular Networks. Epidemic Spreading in Networks. Social Dynamical Processes. Dynamical Systems with Nonrandom Long-Range Interactions. What Next? Dynamics in Hypernetworks and Multiplexes.
