| Document Type
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BL
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| Record Number
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1027297
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| Doc. No
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b781667
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| Main Entry
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Meyn, S. P., (Sean P.)
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| Title & Author
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Control techniques for complex networks /\ Sean Meyn.
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| Publication Statement
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Cambridge ;New York :: Cambridge University Press,, 2008.
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| Page. NO
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xvi, 562 pages :: illustrations ;; 27 cm
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| ISBN
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0511370555
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: 0521884411
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: 6611155961
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: 9780511370557
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: 9780521884419
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: 9786611155964
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| Bibliographies/Indexes
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Includes bibliographical references (pages 537-558) and index.
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| Contents
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Preface; 1. Introduction; Part I. Modeling and Control: 2. Examples; 3. The single-server queue; 4. Scheduling; Part II. Workload: 5. Workload and scheduling; 6. Routing and resource pooling; 7. Demand; Part III. Stability and Performance: 8. Foster-Lyapunov techniques; 9. Optimization; 10. ODE methods; 11. Simulation and learning; Appendix. Markov models; References; Index.
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| Abstract
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"Power grids, flexible manufacturing, cellular communications: interconnectedness has consequences. This 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 and to clarify analysis." "Core chapters assume only prior exposure to stochastic processes and linear algebra at the 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 that is the basis 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."--Jacket.
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| Subject
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Computer networks.
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Control theory.
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Computer networks-- Mathematical models.
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Computer networks-- Quality control.
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| Subject
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Computer networks.
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Control theory.
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Control theory.
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Datanät.
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Kontrolltheorie
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Köteori.
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Rechnernetz
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Reglerteori.
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| Dewey Classification
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004.6
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| LC Classification
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TK5105.5.M49 2008
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| NLM classification
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91-0190-0160-01msc
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SK 880rvk
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