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Full Description
This book provides a state-of-the-art overview on the dynamics and coevolution in multi-level strategic interaction games. As such it summarizes the results of the European CONGAS project, which developed new mathematical models and tools for the analysis, prediction and control of dynamical processes in systems possessing a rich multi-level structure and a web of interwoven interactions among elements with autonomous decision-making capabilities.
The framework is built around game theoretical concepts, in particular evolutionary and multi-resolution games, and includes also techniques drawn from graph theory, statistical mechanics, control and optimization theory. Specific attention is devoted to systems that are prone to intermittency and catastrophic events due to the effect of collective dynamics.
Contents
Part I: Multi-Level Evolutionary Games.- Introduction.- Altruism in Groups.- From Egoism to Altruism in Groups.- Interacting Communities.- Random Delays.- Coupled State Policy Dynamics.- Section II: Epidemics/Information Diffusion.- Introduction.- Community Networks.- Interconnected Networks.- Adaptive Networks.- Section III: Networking Games.- Introduction.- Beat your Rival.- Stochastic Coalitional Dynamics.- Peering versus Transit.- Network Neutrality.- Section IV: Intermittency in Complex Systems.- Introduction.- Models with Adaptive Intermittent Behaviour.- Outline of the Forecasting Procedure.- Forecasting Procedure Based on Full Information.- Procedures with Incomplete Information.
