Author’s draft to appear in 2016 in: SPRINGER HANDBOOK OF MODEL-BASED SCIENCE Computational Aspects of Model-Based Reasoning
نویسندگان
چکیده
Content 1. Computational turn seen from different perspectives 2. Models of computation 2.1 Turing machine model of computation and its scope 2.2 Computation as information processing 3. Computation and information 4. The difference between mathematical and computational (executable) models 5. Computation in the wild 5.1 Physical computation – computing nature 5.2 New computationalism. Non-symbolic vs. symbolic computation 6. Cognition: knowledge generation by computation of new information 6.1 Distributed cognition and model based reasoning 6.2 Computational aspects of model-based reasoning in science 7. Model-based reasoning and computational automation of reasoning 8. Model transformations and semantics. Separation between semantics and ontology References
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تاریخ انتشار 2016