Design, Validation and Case Studies
Buch, Englisch, 459 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 962 g
ISBN: 978-3-540-00153-9
Verlag: Springer Berlin Heidelberg
This book defines the wide application of the art of modelling. The main emphasis is on the imaging of dynamic processes which are analysed and subdivided into their atomic constituents by means of systems analysis. The cyclic structure and the stages of models’ set-up are explained. The evaluation of a model’s quality is regarded as a stochastic process. The aspects of grade used in different fields of sciences are brought into perspective. Thus, a quantitative concept of validity on the basis of conditional degrees of rational belief can be developed.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Geowissenschaften Geologie GIS, Geoinformatik
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Numerische Mathematik
- Technische Wissenschaften Umwelttechnik | Umwelttechnologie Umwelttechnik
- Naturwissenschaften Chemie Chemie Allgemein Chemometrik, Chemoinformatik
- Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik
- Geowissenschaften Umweltwissenschaften Umwelttechnik
- Naturwissenschaften Biowissenschaften Biowissenschaften
Weitere Infos & Material
1 Models.- 2 Systems.- 3 Mappings.- 4 Characterizing Models.- 5 The Art of Modelling.- 6 Inference.- 7 Probabilities.- 8 Tolerance.- 9 Tests.- 10 Validity.- 11 Suggestions for Further Reading.- References.- Modelling the Evolution of Galaxies.- Modern Soda Lakes: Model Environments for an Early Alcaline Ocean.- Modelling in Palaeoanthropology: Reconstructing the development of paleospecies.- A Mathematical Model for the Identification of Human Impacts on Floods: The Modau Case Study.- Physical Modeling of a Glass Melter.- Modelling of Complexation Equilibria.- Weather Prediction by Numerical Modelling of Atmospheric Processes.- Simulation of Hydrogen Behaviour During a Severe Accident in a Nuclear Power Plant.- List of Contributors.
