Perspectives on adaptation in natural and artificial systems
著者
書誌事項
Perspectives on adaptation in natural and artificial systems
（Santa Fe Institute studies in the sciences of complexity）
Oxford University Press, 2005
- : hbk
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This book consists of 17 papers on the contributions of John Holland by a distinguished group of scholars from a wide range of fields, including the Nobel laureates Kenneth Arrow and Herbert Simon, and also Douglas Hofstadter, Brian Arthur, Robert Axelrod, and Melanie Mitchell. Holland is the father of genetic algorithms, the pioneering worker exploring "emergence," and one of the leaders of the sciences of complexity. Holland's work is especially important for
economics and evolutionary biology, artificial intelligence and machine learning, artificial life, and cognitive science.
目次
Lashon Booker, Stephanie Forrest, Melanie Mitchell, and Rick Riolo: Introduction: Adaptation, Evolution, and Intelligence
PART 1: GENETIC ALGOROTHMS AND BEYOND
1: Kenneth DeJong: Genetic Algorithms: A 30 Year Perspective
2: John R. Koza: Human-Competitive Machine Intelligence by Means of Genetic Algorithms
3: David E. Goldberg: John Holland, Facetwise models, and Economy of Thought
PART 2: COMPUTATION, ARTIFICIAL INTELLIGENCE, AND BEYOND
4: Arthur W. Burks: An Early Graduate Program in Computers and Communications
5: Oliver G. Selfridge: Had We But World Enough and Time
6: Bernard P. Zeigler: Discrete Event Abstraction: An Emerging Paradigm for Modeling Complex Adaptive Systems
7: Herbert A. Simon: Good Old-Fashioned AI and Genetic Algorithms: An Exercise in Translation Scholarship
8: Douglad R. Hofstadter: Moore's Law, Artificial Evolutionm and the Fate of Humanity
PART 3: THE NATURAL WORLD AND BEYOND
9: Julian Adams: Evolution of Complexity in Microbial Populations
10: Bobbi S. Low, Doug Finkbeiner, and Carl Simon: Favored Places in the Selfish Herd: Trading Off Food and Security
11: Rick Riolo, Robert Axelrod, and Michael D. Cohen: Tags, Interaction Patterns and the Evolution of Cooperation
12: Robert G. Reynolds and Salah Saleem: The Impact of Environmental Dynamics on Cultural Emergence
13: Kenneth J. Arrow: John Holland and the Evolution of Economics
14: W. Brian Arthur: Cognition: The Black Box of Economics
Index
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