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Induction : processes of inference, learning, and discovery

Author: John H Holland
Publisher: Cambridge, Mass. : MIT Press, ©1986.
Series: Computational models of cognition and perception.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Two psychologists, a computer scientist, and a philosopher have collaborated to present a framework for understanding processes of inductive reasoning and learning in organisms and machines.

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Document Type: Book
All Authors / Contributors: John H Holland
ISBN: 0262081601 9780262081603 0262580969 9780262580960
OCLC Number: 13216173
Description: xvi, 385 pages : illustrations ; 24 cm.
Contents: A Framework for Induction --
Rule-Based Mental Models --
Modification of Rules --
Computational Implementation of Inductive Systems --
Conditioning and Covariation Detection --
Category Formation --
Modeling the Physical and Social Worlds --
Generalization and Knowledge of Variability --
Learning Inferential Rules --
Analogy --
Scientific Discovery --
Epilogue: Toward a Theory of Induction.
Series Title: Computational models of cognition and perception.
Responsibility: John H. Holland [and others].

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"A broad, sweeping inquiry of what concepts are, what learning is, and how it can take place at all... Induction is a deep synthesis of epistemology, evolution and computation. This path-breaking Read more...

 
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