Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing- - Couverture souple

Dogaru, Radu

 
9783642095498: Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing-
Couverture souple
ISBN 10 : 3642095496 ISBN 13 : 9783642095498
Editeur : Springer, 2010

Synopsis

Cellular nonlinear networks are naturally inspired computing architectures where complex dynamic behaviors may emerge as a result of the local or prescribed connectivity among simple cells. Functionally, much like in biology, each cell is defined by a few bits of information called a gene. Such systems may be used in signal processing applications (intelligent sensors) or may be used to model and understand natural systems. While many publications focus on the dynamics in cellular automata and various applications, less deal with an important problem, that of designing for emergence. Put in simple words: How to choose a cell such that a desired behavior will occur in the cellular system.

This book proposes a systematic framework for measuring emergence and a systematic design method to locate computationally meaningful genes in a reasonable computing time. Programs and application examples are provided so that the reader may easily understand the new concepts and develop her own specific experiments. An accessible language recommends it to a large audience including specialists from various interdisciplinary fields who may benefit from a better understanding of emergence and its applications to their specific field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

In this insightful work, Dogaru proposes a systematic framework for measuring emergence and a systematic design method to locate computationally meaningful genes in a reasonable computing time. Programs and application examples are provided so that the reader may easily understand the new concepts and develop her own specific experiments. The book's approachability recommends it to a large audience including specialists from various interdisciplinary fields.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2010
Langue
anglais
ISBN 10 
3642095496
ISBN 13 
9783642095498
Reliure
Broché
Nombre de pages
180
Coordonnées du fabricant
ProductSafety@springernature.com
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783540768005: Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing

Edition présentée

ISBN 10 :  3540768009 ISBN 13 :  9783540768005
Editeur : Springer-Verlag Berlin and Heide..., 2008
Couverture rigide