Perspectives on Adaptation in Natural and Artificial Systems

Lashon Booker, Stephanie Forrest, Melanie Mitchell , Rick Riolo

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English

Oxford University Press Inc
01 July 2004

Cognitivism, cognitive theory; Evolution; Artificial intelligence; Machine learning

Series: Santa Fe Institute Studies on the Sciences of Complexity

Summary
Details

This book is a collection of essays exploring adaptive systems from many perspectives, ranging from computational applications to models of adaptation in living and social systems. The essays on computation discuss history, theory, applications, and possible threats of adaptive and evolving computations systems. The modeling chapters cover topics such as evolution in microbial populations, the evolution of cooperation, and how ideas about evolution relate to economics. The title Perspectives on Adaptation in Natural and Artificial Systems honors John Holland, whose 1975 Book, Adaptation in Natural and Artificial Systems has become a classic text for many disciplines in which adaptation play a central role. The essays brought together here were originally written to honor John Holland, and span most of the different areas touched by his wide-ranging and influential research career. The authors include some of the most prominent scientists in the fields of artificial intelligence evolutionary computation, and complex adaptive systems. Taken together, these essays present a broad modern picture of current research on adaptation as it relates to computers, living systems, society, and their complex interactions.

Edited by: Lashon Booker, Stephanie Forrest, Melanie Mitchell, Rick Riolo
Imprint: Oxford University Press Inc
Country of Publication: United States
Dimensions: Height: 243mm, Width: 162mm, Spine: 20mm
Weight: 526g
ISBN: 9780195162929
ISBN 10: 0195162927
Series: Santa Fe Institute Studies on the Sciences of Complexity
Pages: 324
Publication Date: 01 July 2004
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active