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Model-based reasoning : science, technology, values

Author: Nancy J Nersessian; Lorenzo Magnani
Publisher: New York, N.Y. : New York, N.Y. : Kluwer academic ; Plenum Publishers, ©2002.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

There are several key ingredients common to the various forms of model-based reasoning considered in this book. The models are intended as interpretations of target physical systems, processes,  Read more...

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Document Type: Book
All Authors / Contributors: Nancy J Nersessian; Lorenzo Magnani
OCLC Number: 801315940
Notes: Atti del convegno tenuto a Pavia nel 2001.
Description: XVII, 205 p. ; 24 cm
Contents: Metaphor-Based Values in Scientific Models; M. Johnson. Analogy in Scientific Discovery: The Case of Johannes Kepler; D. Gentner. Model Experiments and Models in Experiments; M.S. Morgan. Calibration of Models in Experiments; M. Boumans. The Development of Scientific Taxonomies; H. Andersen. Production, Science and Epistemology. An Overview on New Models and Scenarios; S. Turchetti, et al. Modeling Practices and 'Tradition'; E. Kurz-Milcke, L. Martignon. Modeling Data: Analogies in Neural Networks, Simulated Annealing and Genetic Algorithms; D.M. Bailer-Jones, C.A.L. Bailer-Jones. Perceptual Simulation in Analogical Problem Solving; D.L. Craig, et al. Building Demand Models to Improve Environmental Policy Process; B.G. Norton. Toward a Computational Model of Hypothesis Formation and Model Building in Science; J. Phillips, et al. Models as Parts of Distributed Cognitive Systems; R.N. Giere. Conceptual Models, Inquiry and the Problem of Deriving Normative Claims from a Naturalistic Base; A. Ward. Dynamic Imagery: A Computational Model of Motion and Visual Analogy; D. Croft, P. Thagard. Model-Based Reasoning and Similarity in the World; Qiming Yu. Epistemic Artifacts: Michael Faraday's Search for the Optical Effects of Gold; R.D. Tweney. Deterministic Models and the 'Unimportance of the Inevitable'; C. Pizzi. Mental Models in Conceptual Development; S. Vosniadou. Modeling Core Knowledge and Practices in a Computational Approach to Innovation Process; S. Bandini, S. Manzoni. Author Index. Subject Index.
Responsibility: edited by Lorenzo Magnani and Nancy J. Nersessian.

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