Data & IT
Model Based Parameter Estimation
Hans Georg Bock • Thomas Carraro • Willi Jger • Stefan Krkel • Rolf Rannacher
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This judicious selection of articles combines mathematical and numerical methods to apply parameter estimation and optimum experimental design in a range of contexts. These include fields as diverse as biology, medicine, chemistry, environmental physics, image processing and computer vision. The material chosen was presented at a multidisciplinary workshop on parameter estimation held in 2009 in Heidelberg. The contributions show how indispensable efficient methods of applied mathematics and computer-based modeling can be to enhancing the quality of interdisciplinary research. The use of scientific computing to model, simulate, and optimize complex processes has become a standard methodology in many scientific fields, as well as in industry. Demonstrating that the use of state-of-the-art optimization techniques in a number of research areas has much potential for improvement, this book provides advanced numerical methods and the very latest results for the applications under consideration.
- Illustratör: 80 schwarz-weiße und 25 farbige Abbildungen
- Format: Inbunden
- ISBN: 9783642303661
- Språk: Engelska
- Antal sidor: 334
- Utgivningsdatum: 2013-03-05
- Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K