Bio-Inspired Artificial Intelligence: Theories, Methods,...

Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies

Dario Floreano, Claudio Mattiussi
¿Qué tanto le ha gustado este libro?
¿De qué calidad es el archivo descargado?
Descargue el libro para evaluar su calidad
¿Cuál es la calidad de los archivos descargados?
New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence--to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers. Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems--including several approaches to robotics, including behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading.
Año:
2008
Edición:
Hardcover
Editorial:
Mit Press
Idioma:
english
Páginas:
659
ISBN 10:
0262062712
ISBN 13:
9780262062718
Archivo:
EPUB, 2.14 MB
IPFS:
CID , CID Blake2b
english, 2008
Descargar (epub, 2.14 MB)
Conversión a en curso
La conversión a ha fallado

Términos más frecuentes