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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Détails bibliographiques
Auteur principal: Lizier, Joseph T.
Format: Livre numérique
Langue:Anglais
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Édition:1st ed. 2013.
Collection:Springer Theses, Recognizing Outstanding Ph.D. Research
Accès en ligne:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Note: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• The Local Information Dynamics of Distributed Computation in Complex Systems, Texte imprimé, 9783642329517
• The Local Information Dynamics of Distributed Computation in Complex Systems, Texte imprimé, 9783642329531
• The Local Information Dynamics of Distributed Computation in Complex Systems, Texte imprimé, 9783642438196
• The Local Information Dynamics of Distributed Computation in Complex Systems, Texte imprimé, 9783642329517
Table des matières:
  • 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