Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing- (Studies in Computational Intelligence, 95, Band 95) - Hardcover

Dogaru, Radu

 
9783540768005: Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing- (Studies in Computational Intelligence, 95, Band 95)
Hardcover
ISBN 10: 3540768009 ISBN 13: 9783540768005
Verlag: Springer, 2008

Inhaltsangabe

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.

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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.

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Verlag
Springer
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
3540768009
ISBN 13 
9783540768005
Einband
Gebundene Ausgabe
Anzahl der Seiten
178
Kontakt zum Hersteller
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9783642095498: Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing- (Studies in Computational Intelligence, Band 95)

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Softcover