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Hume's Problem Solved: The Optimality of Meta-Induction

Gerhard Schurz - Personal Name;

Hume's problem of justifying induction has been among epistemology's greatest challenges for centuries. In this book, Gerhard Schurz proposes a new approach to Hume's problem. Acknowledging the force of Hume's arguments against the possibility of a noncircular justification of the reliability of induction, Schurz demonstrates instead the possibility of a noncircular justification of the optimality of induction, or, more precisely, of meta-induction (the application of induction to competing prediction models). Drawing on discoveries in computational learning theory, Schurz demonstrates that a regret-based learning strategy, attractivity-weighted meta-induction, is predictively optimal in all possible worlds among all prediction methods accessible to the epistemic agent. Moreover, the a priori justification of meta-induction generates a noncircular a posteriori justification of object induction. Taken together, these two results provide a noncircular solution to Hume's problem.


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Series Title
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Call Number
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Publisher
: The MIT Press., 2019
Collation
1 online resource
Language
English
ISBN/ISSN
9780262352444
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NONE
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Statement of Responsibility
Gerhard Schurz
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Cataloger
Tedy
Source
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Validator
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Digital Object Identifier (DOI)
https://doi.org/10.7551/mitpress/11964.001.0001
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