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Perspectives on Adaptation in Natural and Artificial Systems : Essays in Honor of John Holland.

Oxford Scholarship Online Computer Science Available online

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Format:
Book
Author/Creator:
Booker, Lashon.
Contributor:
Forrest, Stephanie.
Mitchell, Melanie (Computer scientist)
Riolo, Rick.
Series:
Santa Fe Institute Studies on the Sciences of Complexity.
Santa Fe Institute Studies on the Sciences of Complexity
Language:
English
Subjects (All):
Adaptive control systems--Mathematical models.
Adaptive control systems.
Artificial intelligence.
Genre:
Electronic books.
Physical Description:
1 online resource (325 pages).
Place of Publication:
Oxford : Oxford University Press, USA, 2005.
Language Note:
English.
System Details:
text file
Summary:
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 Eve.
Contents:
Contents; Introduction: Adaptation, Evolution, and Intelligence; PART 1: GENETIC ALGORITHMS AND BEYOND; Chapter 1: Genetic Algorithms: A 30-Year Perspective; Chapter 2: Human-Competitive Machine Intelligence by Means of Genetic Algorithms; Chapter 3: John H. Holland, Facetwise Models, and Economy of Thought; PART 2: COMPUTATION, ARTIFICIAL INTELLIGENCE, AND BEYOND; Chapter 4: An Early Graduate Program in Computers and Communications; Chapter 5: Had We But World Enough and Time ... ; Chapter 6: Discrete Event Abstraction: An Emerging Paradigm for Modeling Complex Adaptive Systems.
Chapter 7: Good Old-Fashioned AI and Genetic Algorithms: An Exercise in Translation ScholarshipChapter 8: Moore's Law, Artificial Evolution, and the Fate of Humanity; PART 3: THE NATURAL WORLD AND BEYOND; Chapter 9: Evolution of Complexity in Microbial Populations; Chapter 10: Favored Places in the Selfish Herd: Trading Off Food and Security; Chapter 11: Tags, Interaction Patterns, and the Evolution of Cooperation; Chapter 1.
Notes:
Print version record.
Other Format:
Print version:
ISBN:
9780198036869
0198036868
0195162935
9780195162936
0195162927
9780195162929
OCLC:
437108487
Access Restriction:
Restricted for use by site license.

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