A Model of Models

Although many philosophers of science have recognized the importance of modeling in contemporary science, relatively little work has been done in developing a general account of models. The most widely accepted account, put forth by advocates of the semantic conception of theories, misleadingly identifies scientific models with the models of mathematical logic. I present an alternative theory of scientific models in which models are defined by their representational relation to a physical system. I explore in some detail a particular sort of model called a mechanical model I illustrate the applicability of my approach by applying it to a problem in contemporary speech perception research. The model of models is used to analyze how competing models of the mechanisms of vowel normalization are constructed, tested, and revised.

[1]  Nancy Cartwright.  Models: The Blueprints for Laws , 1997, Philosophy of Science.

[2]  Richard T. Hull,et al.  The Structure and Confirmation of Evolutionary Theory. , 1988 .

[3]  Harold L. Davis,et al.  What Is a Scientific Theory? , 1982, The Quest for a Universal Theory of Life.

[4]  James H. Fetzer.  How the Laws of Physics Lie , 1985 .

[5]  S. Glennan.  Mechanisms and the nature of causation , 1996 .

[6]  F. Suppe.  The semantic conception of theories and scientific realism , 1989 .

[7]  R. Lewontin.  The Genetic Basis of Evolutionary Change , 1974 .

[8]  Jan de Leeuw,et al.  MODELS OF DATA , 2000 .

[9]  Elliott Sober,et al.  Artifact, Cause and Genic Selection , 1982, Philosophy of Science.

[10]  G. E. Peterson,et al.  Control Methods Used in a Study of the Vowels , 1951 .

[11]  Ann K. Syrdal,et al.  Vowel F1 as a function of speaker fundamental frequency , 1985 .

[12]  L. Darden.  Theory Change in Science: Strategies from Mendelian Genetics , 1991 .

[13]  L. Gerstman.  Classification of self-normalized vowels , 1968 .

[14]  E. Sober.  Two Outbreaks of Lawlessness in Recent Philosophy of Biology , 1997, Philosophy of Science.

[15]  Noam Chomsky,et al.  वाक्यविन्यास का सैद्धान्तिक पक्ष = Aspects of the theory of syntax , 1965 .

[16]  Patrick Suppes,et al.  Models of Data , 1969 .

[17]  H. Simon,et al.  Rationality as Process and as Product of Thought , 1978 .

[18]  H. Barlow.  Vision: A computational investigation into the human representation and processing of visual information: David Marr. San Francisco: W. H. Freeman, 1982. pp. xvi + 397 , 1983 .

[19]  P. Machamer,et al.  Thinking about Mechanisms , 2000, Philosophy of Science.

[20]  E. Zwicker,et al.  Subdivision of the audible frequency range into critical bands , 1961 .

[21]  A.R.D. Thornton,et al.  Foundations of Modern Auditory Theory , 1970 .

[22]  Noretta Koertge,et al.  Theory Change in Science , 1973 .

[23]  George C. Williams,et al.  The structure and confirmation of evolutionary theory , 1990 .

[24]  Frederick Suppe,et al.  The Structure of Scientific Theories. , 1975 .

[25]  P. Suppes.  What is a scientific theory , 1967 .

[26]  Stuart Glennan,et al.  Capacities, Universality, and Singularity , 1997, Philosophy of Science.

[27]  Lindley Darden,et al.  Discovering mechanisms in neurobiology: The case of spatial memory , 2001 .

[28]  H. S. Gopal,et al.  A perceptual model of vowel recognition based on the auditory representation of American English vowels. , 1986, The Journal of the Acoustical Society of America.

[29]  R. Hughes.  Models and Representation , 1997, Philosophy of Science.

[30]  M. Redhead,et al.  How the Laws of Physics Lie. , 1984 .