Networks of Dissipative Systems

Beschreibung

This book addresses a major problem for today’s large-scale networked systems: certification of the required stability and performance properties using analytical and computational models. On the basis of illustrative case studies, it demonstrates the applicability of theoretical methods to biological networks, vehicle fleets, and Internet congestion control. Rather than tackle the network as a whole —an approach that severely limits the ability of existing methods to cope with large numbers of physical components— the book develops a compositional approach that derives network-level guarantees from key structural properties of the components and their interactions. The foundational tool in this approach is the established dissipativity theory, which is reviewed in the first chapter and supplemented with modern computational techniques. The book blends this theory with the authors’ recent research efforts at a level that is accessible to graduate students and practising engineers familiar with only the most basic nonlinear systems concepts. Code associated with the numerical examples can be downloaded at extras.springer.com, allowing readers to reproduce the examples and become acquainted with the relevant software.
Proposes a pioneering new approach to certifying stability and performance in large-scale networked systems with a pedagogical and concise summary Demonstrates the applicability of theoretical methods using illustrative case studies Enables readers to learn from and reproduce mathematical examples by providing the necessary code Includes supplementary material: sn.pub/extras

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Murat Arcak

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Interconnected Dynamical Systems Dissipativity Theory Stability and Performance Semidefinite Programming Distributed Optimization

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