Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence (Complex Adaptive Systems)

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9780262581110: Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence (Complex Adaptive Systems)

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Reseña del editor:

Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements.

Biografía del autor:

John H. Holland is Professor of Psychology and Professor of Electrical Engineering and Computer Science at the University of Michigan. He is also Maxwell Professor at the Santa Fe Institute and is Director of the University of Michigan/Santa Fe Institute Advanced Research Program.

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John H. Holland
Editorial: MIT Press Ltd, United States (1992)
ISBN 10: 0262581116 ISBN 13: 9780262581110
Nuevos Paperback Cantidad: 1
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Descripción MIT Press Ltd, United States, 1992. Paperback. Estado de conservación: New. Reprint. 224 x 178 mm. Language: English . Brand New Book. Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model s universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements. Nº de ref. de la librería AAZ9780262581110

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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97802625811100000000

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John H. Holland
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Descripción MIT Press Ltd. Paperback. Estado de conservación: new. BRAND NEW, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence, John H. Holland, Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements. Nº de ref. de la librería B9780262581110

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John H. Holland
Editorial: MIT Press Ltd 1992-07-01, Cambridge, Mass. (1992)
ISBN 10: 0262581116 ISBN 13: 9780262581110
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Descripción MIT Press Ltd 1992-07-01, Cambridge, Mass., 1992. paperback. Estado de conservación: New. Nº de ref. de la librería 9780262581110

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John H. Holland
Editorial: MIT Press Ltd, United States (1992)
ISBN 10: 0262581116 ISBN 13: 9780262581110
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Descripción MIT Press Ltd, United States, 1992. Paperback. Estado de conservación: New. Reprint. 224 x 178 mm. Language: English . Brand New Book. Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model s universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements. Nº de ref. de la librería AAZ9780262581110

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Descripción Estado de conservación: New. Bookseller Inventory # ST0262581116. Nº de ref. de la librería ST0262581116

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John H Holland
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Descripción Paperback. Estado de conservación: New. Not Signed; Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural a. book. Nº de ref. de la librería ria9780262581110_rkm

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Holland, John H.
Editorial: MIT Press Ltd (1992)
ISBN 10: 0262581116 ISBN 13: 9780262581110
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Descripción MIT Press Ltd, 1992. Estado de conservación: New. 1992. Reprint. Paperback. Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Series: Complex Adaptive Systems. Num Pages: 211 pages, glossary of important symbols, bibliography, index. BIC Classification: JMR; PSAJ; PSAK; TQ; UYQ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 228 x 177 x 12. Weight in Grams: 372. . . . . . . Nº de ref. de la librería V9780262581110

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John H Holland
Editorial: Mit University Press Group Ltd (1992)
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Descripción Mit University Press Group Ltd, 1992. Estado de conservación: New. Nº de ref. de la librería EH9780262581110

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John H. Holland
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Descripción MIT Press. Estado de conservación: New. Brand New. Nº de ref. de la librería 0262581116

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