Model Based Parameter Estimation: Theory and Applications (Contributions in Mathematical and Computational Sciences, 4)
ISBN-13:
9783642303661
ISBN-10:
3642303668
Edition:
2013
Author:
Rolf Rannacher, Willi Jäger, Hans Georg Bock, Johannes P. Schlöder, Thomas Carraro, Stefan Körkel
Publication date:
2013
Publisher:
Springer
Format:
Hardcover
344 pages
FREE US shipping
Book details
ISBN-13:
9783642303661
ISBN-10:
3642303668
Edition:
2013
Author:
Rolf Rannacher, Willi Jäger, Hans Georg Bock, Johannes P. Schlöder, Thomas Carraro, Stefan Körkel
Publication date:
2013
Publisher:
Springer
Format:
Hardcover
344 pages
Summary
Model Based Parameter Estimation: Theory and Applications (Contributions in Mathematical and Computational Sciences, 4) (ISBN-13: 9783642303661 and ISBN-10: 3642303668), written by authors
Rolf Rannacher, Willi Jäger, Hans Georg Bock, Johannes P. Schlöder, Thomas Carraro, Stefan Körkel, was published by Springer in 2013.
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Description
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.
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