Complex and Adaptive Dynamical Systems

Name: Complex and Adaptive Dynamical Systems
Brand: Springer, Berlin
SKU: 9783031550751
Price: 433.63 RON
Availability: InStock

A Comprehensive Introduction

Autor: Claudius Gros

Limbă:

Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

Expediem în 10-13 zile

433.63 lei

This textbook offers a comprehensive introduction to the concepts underpinning our modern understand...

Informații despre carte

Autor

Claudius Gros

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2024

Pagini

480

EAN

9783031550751

Enbook ID

44750303

Editura

Springer, Berlin

Greutate

824

Dimensiuni

155 x 235

Descriere completă

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 been fully revised and includes a new chapter, a range of new sections, figures and exercises. The Solution chapter has been reorganized for clarity.The core aspects of modern complex system sciences are presented in the first chapters, covering the foundations of network- and dynamical system theory, with a particular focus on scale-free networks and tipping phenomena. The notion of deterministic chaos is treated together with bifurcation theory and the intricacies of time delays. Modern information theoretical principles are discussed in further chapters, together with the notion of self-organized criticality, synchronization phenomena, and a game-theoretical treatment of the tragedy of the commons. The dynamical systems view of modern machine learning is presented in a new chapter.Chapters include exercises and suggestions for further reading. The textbook is suitable for graduate and advanced undergraduate students. The prerequisites are the basic mathematical tools of courses in natural sciences, computer science or engineering.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Complex and Adaptive Dynamical Systems

A Comprehensive Introduction

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și