Induction: Processes Of Inference

Overview

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. Theirs is the first major effort to bring the ideas of several disciplines to bear on a subject that has been a topic of investigation since the time of Socrates. The result is an integrated account that treats problem solving and induction in terms of rule-based mental models.

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Overview

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. Theirs is the first major effort to bring the ideas of several disciplines to bear on a subject that has been a topic of investigation since the time of Socrates. The result is an integrated account that treats problem solving and induction in terms of rule-based mental models.

Induction is included in the Computational Models of Cognition and Perception Series. A Bradford Book.

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What People Are Saying

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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 treatise will undoubtedly come to be recognized as a major step toward an interdisciplinary explanation of mentality" Douglas Hofstadter
Douglas Hofstadter
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 treatise will undoubtedly come to be recognized as a major step toward an interdisciplinary explanation of mentality.
Douglas Hofstadter

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 treatise will undoubtedly come to be recognized as a major step toward an interdisciplinary explanation of mentality.

Read More Show Less

Product Details

Meet the Author

John H. Holland is Professor of Psychology and Professor of Computer Science and Engineering at the University of Michigan; he is also Trustee and External Professor at the Santa Fe Institute. He is the author of Hidden Order: How Adaptation Builds Complexity and other books.

Paul Thagard is Professor of Philosophy at the University of Waterloo, Ontario. He is the author of The Cognitive Science of Science (MIT Press,2012) and many other books.

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