Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing: 95 - Rilegato

Dogaru, Radu

 
9783540768005: Systematic Design for Emergence in Cellular Nonlinear Networks: With Applications in Natural Computing and Signal Processing: 95

Sinossi

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.

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Dalla quarta di copertina

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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Altre edizioni note dello stesso titolo

9783540845966: Systematic Design for Emergence in Cellular Nonlinear Networks

Edizione in evidenza

ISBN 10:  3540845968 ISBN 13:  9783540845966
Casa editrice: Springer, 2008
Brossura