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Perspectives on Adaptation in Natural and Artificial Systems

Essays in Honor of John Holland

Perspectives on Adaptation in Natural and Artificial Systems by Lashon Booker
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Introduction: Adaptation, Evolution, and Intelligence, Lashon Booker, Stephanie Forrest, Melanie Mitchell, and Rick Riolo

PART 1: GENETIC ALGOROTHMS AND BEYOND

1. Genetic Algorithms: A 30 Year Perspective, Kenneth DeJong

2. Human-Competitive Machine Intelligence by Means of Genetic Algorithms, John R. Koza

3. John Holland, Facetwise models, and Economy of Thought, David E. Goldberg

PART 2: COMPUTATION, ARTIFICIAL INTELLIGENCE, AND BEYOND

4. An Early Graduate Program in Computers and Communications, Arthur W. Burks

5. Had We But World Enough and Time, Oliver G. Selfridge

6. Discrete Event Abstraction: An Emerging Paradigm for Modeling Complex Adaptive Systems, Bernard P. Zeigler

7. Good Old-Fashioned AI and Genetic Algorithms: An Exercise in Translation Scholarship, Herbert A. Simon

8. Moore's Law, Artificial Evolutionm and the Fate of Humanity, Douglad R. Hofstadter

PART 3: THE NATURAL WORLD AND BEYOND

9. Evolution of Complexity in Microbial Populations, Julian Adams

10. Favored Places in the Selfish Herd: Trading Off Food and Security, Bobbi S. Low, Doug Finkbeiner, and Carl Simon

11. Tags, Interaction Patterns and the Evolution of Cooperation, Rick Riolo, Robert Axelrod, and Michael D. Cohen

12. The Impact of Environmental Dynamics on Cultural Emergence, Robert G. Reynolds and Salah Saleem

13. John Holland and the Evolution of Economics, Kenneth J. Arrow

14. Cognition: The Black Box of Economics, W. Brian Arthur

Index

Oxford University Press, USA; February 2005
325 pages; ISBN 9780198036869
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Title: Perspectives on Adaptation in Natural and Artificial Systems
Author: Lashon Booker; Stephanie Forrest; Melanie Mitchell; Rick Riolo
 
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