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Extending Ourselves - Computational Science, Empiricism, and Scientific Method (Paperback, Revised)
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Extending Ourselves - Computational Science, Empiricism, and Scientific Method (Paperback, Revised)
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Computational methods such as computer simulations, Monte Carlo
methods, and agent-based modeling have become the dominant
techniques in many areas of science. Extending Ourselves contains
the first systematic philosophical account of these new methods,
and how they require a different approach to scientific method.
Paul Humphreys draws a parallel between the ways in which such
computational methods have enhanced our abilities to mathematically
model the world, and the more familiar ways in which scientific
instruments have expanded our access to the empirical world. This
expansion forms the basis for a new kind of empiricism, better
suited to the needs of science than the older anthropocentric forms
of empiricism. Human abilities are no longer the ultimate standard
of epistemological correctness. Humphreys also includes arguments
for the primacy of properties rather than objects, the need to
consider technological constraints when appraising scientific
methods, and a detailed account of how the path from computational
template to scientific application is constructed. This last
feature allows us to hold a form of selective realism in which
anti-realist arguments based on formal reconstructions of theories
can be avoided. One important consequence of the rise of
computational methods is that the traditional organization of the
sciences is being replaced by an organization founded on
computational templates. Extending Ourselves will be of interest to
philosophers of science, epistemologists, and to anyone interested
in the role played by computers in modern science.
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