Multilevel Strategic Interaction Game Models for Complex Networks
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Beschreibung
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.
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.
Addresses the study of complex systems driven by multi-level interactions of agents with autonomous decision-making capabilities Provides the game-theoretic foundations of the subject matter Focusses on systems prone to intermittency and catastrophic events due to collective dynamics
Autor*in
Eitan Altman
Themen in »Multilevel Strategic Interaction Game Models for Complex Networks«
CONGAS Multi-level strategic interaction games Control of dynamical processes Game theoretic approaches to complex systems Collective dynamics Autonomous agents complexity data-driven science, modeling and theory building