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Control Techniques for Complex Networks

Name: Control Techniques for Complex Networks
Brand: Cambridge University Press
SKU: 02049013
Price: 130.72 EUR
Availability: InStock
Author: Sean Meyn
ISBN: 9780521884419

Sean Meyn

Language

English

Book Hardback

Libristo code: 02049013

Publishers Cambridge University Press, December 2007

Power grids, flexible manufacturing, cellular communications: interconnectedness has consequences. T... Full description

Libristo code: 02049013

318 b

130.72 €

255.66 лв

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Power grids, flexible manufacturing, cellular communications: interconnectedness has consequences. This remarkable book gives the tools and philosophy you need to build network models detailed enough to capture essential dynamics but simple enough to expose the structure of effective control solutions. Core chapters assume only exposure to stochastic processes and linear algebra at undergraduate level; later chapters are for advanced graduate students and researchers/practitioners. This gradual development bridges classical theory with the state-of-the-art. The workload model at the heart of traditional analysis of the single queue becomes a foundation for workload relaxations used in the treatment of complex networks. Lyapunov functions and dynamic programming equations lead to the celebrated MaxWeight policy along with many generalizations. Other topics include methods for synthesizing hedging and safety stocks, stability theory for networks, and techniques for accelerated simulation. Examples and figures throughout make ideas concrete. Solutions to end-of-chapter exercises are available on a companion website.