Product of Random Stochastic Matrices and Distributed Averaging

The thesis deals with averaging dynamics in a multiagent networked system, which is a main mechanism for diffusing the information over such networks. It arises in a wide range of applications in engineered physical networks (such as mobile communication and sensor networks), as well as social and e...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Touri, Behrouz (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Springer Theses, Recognizing Outstanding Ph.D. Research,
Temas:
Control engineering.
System theory.
Probabilities.
Computer science-Mathematics.
Mathematical statistics.
Statistics .
Mathematical physics.
Control and Systems Theory.
Complex Systems.
Probability Theory.
Probability and Statistics in Computer Science.
Statistical Theory and Methods.
Theoretical, Mathematical and Computational Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Products of Stochastic Matrices and Averaging Dynamics
  • Ergodicity of Random Chains
  • Infinite Flow Stability
  • Implications
  • Absolute Infinite Flow Property
  • Averaging Dynamics in General State Spaces
  • Conclusion and Suggestions for Future Works
  • Appendices.

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