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Information Theory for Complex Systems An Information Perspective on Complexity in Dynamical Systems and Statistical Mechanics /

This book introduces a comprehensive framework tailored for dissecting complex systems across diverse disciplines. What defines a complex system? How can we harness information to quantify its order, structure, and intricacy? Delving into phenomena from the intricate processes in physical systems to...

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Furkejuvvon:
Bibliográfalaš dieđut
Váldodahkki: Lindgren, Kristian (Dahkki)
Searvvušdahkki: SpringerLink (Online service)
Materiálatiipa: Elektrovnnalaš E-girji
Giella:eaŋgalasgiella
Almmustuhtton: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2024.
Preanttus:1st ed. 2024.
Ráidu:Understanding Complex Systems,
Fáttát:
System theory.
Dynamical systems.
Statistical Mechanics.
Thermodynamics.
Data structures (Computer science).
Information theory.
Complex Systems.
Dynamical Systems.
Data Structures and Information Theory.
Liŋkkat:https://doi.org/10.1007/978-3-662-68214-2
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Sisdoallologahallan:
  • Introduction
  • Information theory
  • Information theory for lattice systems
  • Cellular automata
  • Physics and information theory
  • Geometric information theory
  • Pattern formation in chemical systems
  • Chaos and information
  • Appendix
  • References.

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