"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
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 rulebased mental
models.
John Holland is Professor of Electrical Engineering at Michigan
University. Keith Holyoak is Professor of Psychology at the
University of California, Los Angeles. Richard Nisbett is Professor
of Psychology at the University of Michigan and Paul Thagard is
Research Scientist at Princeton University's Cognitive Science
Laboratory Induction is included in the Computational
Models of Cognition and Perception Series.
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