Evolutionary Design by Computers, Teil 1

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Morgan Kaufmann, 28.05.1999 - 446 Seiten

"Evolutionary Design By Computers offers an enticing preview of the future of computer-aided design: Design by Darwin." Lawrence J. Fogel, President, Natural Selection, Inc.

"Evolutionary design by computers is the major revolution in design thinking of the 20th century and this book is the best introduction available." Professor John Frazer, Swire Chair and Head of School of Design, the Hong Kong Polytechnic University, Author of "An Evolutionary Architecture"

"Peter Bentley has assembled and edited an important collection of papers that demonstrate, convincingly, the utility of evolutionary computation for engineering solutions to complex problems in design." David B. Fogel, Editor-in-Chief, IEEE Transactions on Evolutionary Computation

Some of the most startling achievements in the use of computers to automate design are being accomplished by the use of evolutionary search algorithms to evolve designs.

Evolutionary Design By Computers provides a showcase of the best and most original work of the leading international experts in Evolutionary Computation, Engineering Design, Computer Art, and Artificial Life. By bringing together the highest achievers in these fields for the first time, including a foreword by Richard Dawkins, this book provides the definitive coverage of significant developments in Evolutionary Design.

This book explores related sub-areas of Evolutionary Design, including:

  • design optimization
  • creative design
  • the creation of art
  • artificial life.

It shows for the first time how techniques in each area overlap, and promotes the cross-fertilization of ideas and methods.

 

Inhalt

Evolution and Design
75
Evolutionary Optimisation of Designs
145
Evolutionary Art
219
Evolutionary Artificial Life Forms
279
Creative Evolutionary Design
343
The Design of Analogue Circuits by Means of Genetic Programming
365
Computer Evolution of Buildable Objects
387
Generic Evolutionary Design
405
Glossary
425
Index
435
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