Can asymptotic models be explanatory?
European Journal for Philosophy of Science 4 (2):233-252 (2014)
Abstract
Asymptotic models in which singular limits are taken are very common in physics. They are often used to investigate the general behaviour of systems undergoing rapid, discontinuous, changes. The singularities in the mathematics of these systems have no physical counterparts; these models operate by containing non-physically interpretable fictional elements. As such there is an intuition that states that asymptotics only offer descriptions of systems not explanations of them. By contrast, in different areas of science other models containing fictional elements which are physically interpretable are claimed to be explanatory. I argue that both types of fictional model possess modal content, and therefore it is unclear why models that contain unphysical fictions are merely descriptions, but models that contain physical fictions are explanations. One must either reject both as unexplanatory because they use false ontology to explain, or one should accept both types as explanatory.DOI
10.1007/s13194-014-0084-7
My notes
Similar books and articles
Distinguishing Explanatory from Nonexplanatory Fictions.Alisa Bokulich - 2012 - Philosophy of Science 79 (5):725-737.
Models and fictions in science.Peter Godfrey-Smith - 2009 - Philosophical Studies 143 (1):101 - 116.
How fictional accounts can explain.Robert Sugden - 2013 - Journal of Economic Methodology 20 (3):237 - 243.
Mechanistic and non-mechanistic varieties of dynamical models in cognitive science: explanatory power, understanding, and the ‘mere description’ worry.Raoul Gervais - 2015 - Synthese 192 (1):43-66.
Models, robustness, and non-causal explanation: a foray into cognitive science and biology.Elizabeth Irvine - 2015 - Synthese 192 (12):3943-3959.
The Explanatory Force of Dynamical and Mathematical Models in Neuroscience: A Mechanistic Perspective.David Michael Kaplan & Carl F. Craver - 2011 - Philosophy of Science 78 (4):601-627.
Explanation and description in computational neuroscience.David Michael Kaplan - 2011 - Synthese 183 (3):339-373.
Science fictions: Comment on Godfrey-Smith.Arthur Fine - 2009 - Philosophical Studies 143 (1):117 - 125.
Analytics
Added to PP
2014-03-26
Downloads
60 (#199,950)
6 months
1 (#451,971)
2014-03-26
Downloads
60 (#199,950)
6 months
1 (#451,971)
Historical graph of downloads
Citations of this work
Causal Relations and Explanatory Strategies in Physics.Andrew Wayne - 2015 - International Studies in the Philosophy of Science 29 (1):75-89.
Emergence and interacting hierarchies in shock physics.Mark Pexton - 2016 - European Journal for Philosophy of Science 6 (1):91-122.
Mathematical Representation and Explanation: structuralism, the similarity account, and the hotchpotch picture.Ziren Yang - 2020 - Dissertation, University of Leeds
References found in this work
Making Things Happen: A Theory of Causal Explanation.James Woodward - 2003 - Oxford University Press.
The Devil in the Details: Asymptotic Reasoning in Explanation, Reduction, and Emergence.Robert W. Batterman - 2001 - Oxford University Press.
1953 and all that. A tale of two sciences.Philip Kitcher - 1984 - Philosophical Review 93 (3):335-373.
An Inferential Conception of the Application of Mathematics.Otávio Bueno & Mark Colyvan - 2011 - Noûs 45 (2):345-374.