TY - JOUR
T1 - Trade-offs in model-building
T2 - A more target-oriented approach
AU - Matthewson, John
PY - 2011/6
Y1 - 2011/6
N2 - In his 1966 paper " The Strategy of model-building in Population Biology", Richard Levins argues that no single model in population biology can be maximally realistic, precise and general at the same time. This is because these desirable model properties trade-off against one another. Recently, philosophers have developed Levins' claims, arguing that trade-offs between these desiderata are generated by practical limitations on scientists, or due to formal aspects of models and how they represent the world. However this project is not complete. The trade-offs discussed by Levins had a noticeable effect on modelling in population biology, but not on other sciences. This raises questions regarding why such a difference holds. I claim that in order to explain this finding, we must pay due attention to the properties of the systems, or targets modelled by the different branches of science.
AB - In his 1966 paper " The Strategy of model-building in Population Biology", Richard Levins argues that no single model in population biology can be maximally realistic, precise and general at the same time. This is because these desirable model properties trade-off against one another. Recently, philosophers have developed Levins' claims, arguing that trade-offs between these desiderata are generated by practical limitations on scientists, or due to formal aspects of models and how they represent the world. However this project is not complete. The trade-offs discussed by Levins had a noticeable effect on modelling in population biology, but not on other sciences. This raises questions regarding why such a difference holds. I claim that in order to explain this finding, we must pay due attention to the properties of the systems, or targets modelled by the different branches of science.
KW - Generality
KW - Population biology
KW - Precision
KW - Scientific models
KW - Trade-offs
UR - http://www.scopus.com/inward/record.url?scp=79954570426&partnerID=8YFLogxK
U2 - 10.1016/j.shpsa.2010.11.040
DO - 10.1016/j.shpsa.2010.11.040
M3 - Article
SN - 0039-3681
VL - 42
SP - 324
EP - 333
JO - Studies in History and Philosophy of Science
JF - Studies in History and Philosophy of Science
IS - 2
ER -