The Local Information Dynamics of Distributed Computation in Complex Systems

The nature of distributed computation in complex systems has often been described in terms of memory, communication and processing. This thesis presents a complete information-theoretic framework to quantify these operations on information (i.e. information storage, transfer and modification), and i...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lizier, Joseph T. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Springer Theses, Recognizing Outstanding Ph.D. Research,
Temas:
Dynamics.
Nonlinear theories.
Coding theory.
Information theory.
Artificial intelligence.
Bioinformatics.
Applied Dynamical Systems.
Coding and Information Theory.
Artificial Intelligence.
Computational and Systems Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Computation in complex systems
  • Information storage
  • Information transfer
  • Information modifications
  • Information dynamics in networks and phase transitions
  • Coherent information structure in complex computation
  • Information transfer in biological and bio-inspired systems
  • Conclusion.

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