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Evolving Artificial Constructive Swarms - Experimental Models and Methodologies

Language EnglishEnglish
Book Paperback
Book Evolving Artificial Constructive Swarms - Experimental Models and Methodologies Sebastian von Mammen
Libristo code: 07004801
Publishers VDM Verlag Dr. Mueller E.K., April 2008
This book briefly introduces to the bio-inspired concept of constructive swarms and focuses on the d... Full description
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This book briefly introduces to the bio-inspired concept of constructive swarms and focuses on the design and evolution of two different artificial constructive swarm models. First, a connectionist approach is taken in which the sensory and the actuator system of virtually flocking swarm individuals are connected by an artificial neural network. The swarms are evolved to satisfy the expectations of the breeder by means of manual evaluation. Exhaustive computing times turn out to be a great obstacle to achieving good results. A second model is designed to overcome this hurdle. As a result, a rule-based constructive swarm is automatically evolved to approximate pre-defined geometrical shapes. This book provides ideas and results to support research and applications in Computer Science, Arts and Architecture.

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About the book

Full name Evolving Artificial Constructive Swarms - Experimental Models and Methodologies
Author Sebastian von Mammen
Language English
Binding Book - Paperback
Date of issue 2008
Number of pages 92
EAN 9783836499033
ISBN 3836499037
Libristo code 07004801
Publishers VDM Verlag Dr. Mueller E.K.
Weight 136
Dimensions 152 x 229 x 5

Categories

Computing & Information Technology > Computer science > Artificial intelligence
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