Buchumschlag

Complex and Adaptive Dynamical Systems A Comprehensive Introduction /

This textbook offers a comprehensive introduction to the concepts underpinning our modern understanding of complex and emergent behavior. Mathematical methods necessary for the discussion are introduced and explained on the run. All derivations are presented step-by-step. This new fifth edition has...

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Bibliographische Detailangaben
1. Verfasser: Gros, Claudius (VerfasserIn)
Körperschaft: SpringerLink (Online service)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer International Publishing : Imprint: Springer, 2024.
Ausgabe:5th ed. 2024.
Schlagworte:
System theory.
Dynamics.
Nonlinear theories.
Graph theory.
Dynamical systems.
Neural networks (Computer science) .
Stochastic processes.
Complex Systems.
Applied Dynamical Systems.
Graph Theory.
Dynamical Systems.
Mathematical Models of Cognitive Processes and Neural Networks.
Stochastic Networks.
Online-Zugang:https://doi.org/10.1007/978-3-031-55076-8
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Inhaltsangabe:
  • Network Theory
  • Bifurcations and Chaos in Dynamical Systems
  • Dissipation, Noise and Adaptive Systems
  • Self Organization
  • Information Theory of Complex Systems
  • Self-Organized Criticality
  • Random Boolean Networks
  • Darwinian Evolution, Hypercycles and Game Theory
  • Synchronization Phenomena
  • Complexity of Machine Learning
  • Solutions.

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