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Discrete systems with memory /

Memory is a universal function of organized matter. What is the mathematics of memory? How does memory affect the space-time behaviour of spatially extended systems? Does memory increase complexity? This book provides answers to these questions. It focuses on the study of spatially extended systems,...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Alonso-Sanz, Ramon
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore ; Hackensack, N.J. : World Scientific, ©2011.
Colección:World Scientific series on nonlinear science. Monographs and treatises ; v. 75.
Temas:
Acceso en línea:Texto completo
Descripción
Sumario:Memory is a universal function of organized matter. What is the mathematics of memory? How does memory affect the space-time behaviour of spatially extended systems? Does memory increase complexity? This book provides answers to these questions. It focuses on the study of spatially extended systems, i.e., cellular automata and other related discrete complex systems. Thus, arrays of locally connected finite state machines, or cells, update their states simultaneously, in discrete time, by the same transition rule. The classical dynamics in these systems is Markovian : only the actual configuration is taken into account to generate the next one. Generalizing the conventional view on spatially extended discrete dynamical systems evolution by allowing cells (or nodes) to be featured by some trait state computed as a function of its own previous state-values, the transition maps of the classical systems are kept unaltered, so that the effect of memory can be easily traced. The book demonstrates that discrete dynamical systems with memory are not only priceless tools for modeling natural phenomena but unique mathematical and aesthetic objects.
Descripción Física:1 online resource (xi, 465 pages) : illustrations, plates (some color)
Bibliografía:Includes bibliographical references (pages 429-450) and index.
ISBN:9789814343640
9814343641
1283235021
9781283235020
9786613235022
6613235024