EAN: 9783319299273

SPRINGERBRIEFS IN ELECTRICAL AND COMPUTER ENGIN...

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.

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