Complex and adaptive dynamical systems : a primer / Claudius Gros

• Autore: Gros, Claudius
• Pubblicazione: Cham, : Springer, 2015
• Titolo uniforme: Complex and adaptive dynamical systems
• Edizione: 4. ed
• Descrizione fisica: 1 testo elettronico (xvi, 422 p. : ill.)
• Soggetto topico: 37B15 - Dynamical aspects of cellular automata [MSC 2020]; 68Q80 - Cellular automata (computational aspects) [MSC 2020]; 93-XX - Systems theory; control [MSC 2020]; 93C40 - Adaptive control/observation systems [MSC 2020]; 93C95 - Application models in control theory [MSC 2020]
• Soggetto non controllato: Complex Systems; Complexity Measures and Information Theory; Diffusion and Lévy flights; Emergent phenomena; Graph topologies and random networks; Nonlinear dynamics; Random walks; Self-organization and pattern formation; Self-organized criticality; Synchronization in complex networks
• Sommario/riassunto: This primer offers readers an introduction to the central concepts that form our modern understanding of complex and emergent behavior, together with detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow. This new fourth edition has been fully reorganized and includes new chapters, figures and exercises. The core aspects of modern complex system sciences are presented in the first chapters, covering network theory, dynamical systems, bifurcation and catastrophe theory, chaos and adaptive processes, together with the principle of self-organization in reaction-diffusion systems and social animals. Modern information theoretical principles are treated in further chapters, together with the concept of self-organized criticality, gene regulation networks, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain [...]. (Estratto dal sito dell'editore)
• Titolo autorizzato: Complex and Adaptive Dynamical Systems
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN00133556
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://doi.org/10.1007/978-3-319-16265-2