Adaptation and Learning in Automatic Systems

Adaptation and Learning in Automatic Systems
Title Adaptation and Learning in Automatic Systems PDF eBook
Author Tsypkin
Publisher Academic Press
Pages 317
Release 1971-06-26
Genre Mathematics
ISBN 0080955827

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Adaptation and Learning in Automatic Systems

Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications

Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications
Title Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications PDF eBook
Author Chiong, Raymond
Publisher IGI Global
Pages 359
Release 2009-09-30
Genre Business & Economics
ISBN 1605667994

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"This volume offers intriguing applications, reviews and additions to the methodology of intelligent computing, presenting the emerging trends of state-of-the-art intelligent systems and their practical applications"--Provided by publisher.

Adaptation and Learning in Automatic Systems

Adaptation and Learning in Automatic Systems
Title Adaptation and Learning in Automatic Systems PDF eBook
Author I͡Akov Zalmanovich T͡Sypkin
Publisher
Pages 291
Release 1971
Genre Technology & Engineering
ISBN 9781282288591

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Adaptation and learning in automatic systems

Adaptation and Learning in Automatic Systems

Adaptation and Learning in Automatic Systems
Title Adaptation and Learning in Automatic Systems PDF eBook
Author I︠A︡kov Zalmanovich T︠S︡ypkin
Publisher
Pages 328
Release 1971
Genre Technology & Engineering
ISBN

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Adaptation and learning in automatic systems.

Adaptation in Natural and Artificial Systems

Adaptation in Natural and Artificial Systems
Title Adaptation in Natural and Artificial Systems PDF eBook
Author John H. Holland
Publisher MIT Press
Pages 236
Release 1992-04-29
Genre Psychology
ISBN 9780262581110

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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.

Adaptation and Learning in Automatic Systems

Adaptation and Learning in Automatic Systems
Title Adaptation and Learning in Automatic Systems PDF eBook
Author
Publisher
Pages 291
Release 1971
Genre
ISBN

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Proceedings

Proceedings
Title Proceedings PDF eBook
Author Vsesoi︠u︡znoe fiziologicheskoe obshchestvo imeni I.P. Pavlova
Publisher
Pages 340
Release 1965
Genre Physiology
ISBN

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