Automated modeling of physical systems /
In this monograph the author investigates the problem of selecting adequate models for reasoning about physical systems and applications to engineering problem solving. An elegant treatment of both the theoretical and practical aspects is presented: the problem is precisely formalized, its computati...
Gardado en:
| Autor Principal: | |
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| Formato: | Libro |
| Idioma: | English |
| Publicado: |
Berlin ; New York :
Springer,
c1995.
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| Series: | Lecture notes in computer science ;
1003. Lecture notes in computer science. Lecture notes in artificial intelligence. |
| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Models and model fragments
- 3. Adequate models
- 4. Complexity of model selection
- 5. Causal approximations
- 6. Differential equations
- 7. Order of magnitude reasoning
- 8. Model selection program and results
- 9. Related work
- 10. Conclusions
- A. Examples of causal approximations
- B. Example devices
- C. Composable operators
- D. Matching in bipartite graphs.