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Towards Evolvable Hardware

  • Kartonierter Einband
  • 284 Seiten
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Evolutionary computing, inspired by the biological world, is one of the emergent technologies of our time. Being essentially a sof... Weiterlesen
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Beschreibung

Evolutionary computing, inspired by the biological world, is one of the emergent technologies of our time. Being essentially a software activity, it has been successfully applied, e.g. for optimization and machine learning in various areas. The tremendous increase in computational power and, more recently, the appearance of a new generation of programmable logic devices allow for a new approach to designing computing machines inspired by biological models: it is now possible to make the hardware itself evolve.
This book is based on a workshop on evolvable hardware, held in Lausanne, Switzerland, in October 1995. It reports the state of the art of research in this field and presents two introductory chapters, written with the novice reader in mind.

Inhalt
Field programmable gate array (FPGA) circuits.- Evolutionary algorithms.- Artificial cellular development in optimization and compilation.- CAM-Brain the evolutionary engineering of a billion neuron artificial brain by 2001 which grows/evolves at electronic speeds inside a cellular automata machine (CAM).- Morphogenesis for evolvable systems.- Evolvable Hardware and its application to pattern recognition and fault-tolerant systems.- Unconstrained evolution and hard consequences.- Embryonics: The birth of synthetic life.- Embryonics: A new family of coarse-grained field-programmable gate array with self-repair and self-reproducing properties.- Evolution and mobile autonomous robotics.- Development and evolution of hardware behaviors.

Produktinformationen

Titel: Towards Evolvable Hardware
Untertitel: The Evolutionary Engineering Approach
Editor:
EAN: 9783540610939
ISBN: 3540610936
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Genre: Informatik
Anzahl Seiten: 284
Gewicht: 435g
Größe: H235mm x B155mm x T15mm
Jahr: 1996
Untertitel: Englisch
Auflage: 1996

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