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Model-Based Reasoning: Science, Technology, Values Book

Model-Based Reasoning: Science, Technology, Values
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Model-Based Reasoning: Science, Technology, Values, There are several key ingredients common to the various forms of model-based reasoning considered in this book. The term 'model' comprises both internal and external representations. The models are intended as interpretations of target physical systems, p, Model-Based Reasoning: Science, Technology, Values
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  • Model-Based Reasoning: Science, Technology, Values
  • Written by author L. Magnani
  • Published by Springer-Verlag New York, LLC, 12/31/2012
  • There are several key ingredients common to the various forms of model-based reasoning considered in this book. The term 'model' comprises both internal and external representations. The models are intended as interpretations of target physical systems, p
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Book Categories

Authors

Metaphor-Based Values in Scientific Models 1
Analogy in Scientific Discovery: The Case of Johannes Kepler 21
Model Experiments and Models in Experiments 41
Models, Simulations, and Experiments 59
Calibration of Models in Experiments 75
The Development of Scientific Taxonomies 95
Production, Science and Epistemology. An Overview on New Models and Scenarios 113
Modeling Practices and "Tradition" 127
Modeling Data: Analogies in Neural Networks, Simulated Annealing and Genetic Algorithms 147
Perceptual Simulation in Analogical Problem Solving 167
Building Demand Models to Improve Environmental Policy Process 191
Toward a Computational Model of Hypothesis Formation and Model Building in Science 209
Models as Parts of Distributed Cognitive Systems 227
Conceptual Models, Inquiry and the Problem of Deriving Normative Claims from a Naturalistic Base 243
Dynamic Imagery: A Computational Model of Motion and Visual Analogy 259
Model-Based Reasoning and Similarity in the World 275
Epistemic Artifacts: Michael Faraday's Search for the Optical Effects of Gold 287
Epistemic Mediators and Model-Based Discovery in Science 305
Deterministic Models and the "Unimportance of the Inevitable" 331
Mental Models in Conceptual Development 353
Modeling Core Knowledge and Practices in a Computational Approach to Innovation Process 369
Author Index 391
Subject Index 399


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Model-Based Reasoning: Science, Technology, Values, There are several key ingredients common to the various forms of model-based reasoning considered in this book. The term 'model' comprises both internal and external representations. The models are intended as interpretations of target physical systems, p, Model-Based Reasoning: Science, Technology, Values

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Model-Based Reasoning: Science, Technology, Values, There are several key ingredients common to the various forms of model-based reasoning considered in this book. The term 'model' comprises both internal and external representations. The models are intended as interpretations of target physical systems, p, Model-Based Reasoning: Science, Technology, Values

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Model-Based Reasoning: Science, Technology, Values, There are several key ingredients common to the various forms of model-based reasoning considered in this book. The term 'model' comprises both internal and external representations. The models are intended as interpretations of target physical systems, p, Model-Based Reasoning: Science, Technology, Values

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