Model based parameter estimation : theory and applications

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 mat...

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Dades bibliogràfiques
Autor principal: Bock, Hans Georg (Director editorial)
Altres autors: Carraro, Thomas (Editor), Jäger, Willi (Editor), Körkel, Stefan (Editor), Rannacher, Rolf (Editor, Director editorial), Schlöder, Johannes P. (Editor), Carraro, Thomas, 19..- (Director editorial), Jäger, Willi, 1940- (Director editorial), Körkel, Stefan, 19..- (Director editorial), Schlöder, Johannes P., 19..- (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edició:1st ed. 2013.
Col·lecció:Contributions in Mathematical and Computational Sciences 4
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Accès Université d'Orléans
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Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Model Based Parameter Estimation, Texte imprimé, 9783642303661
• Model Based Parameter Estimation, Texte imprimé, 9783642440762
• Model Based Parameter Estimation, Texte imprimé, 9783642303685
• Model Based Parameter Estimation, Texte imprimé, 9783642303661
Descripció
Sumari: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
Descripció de l’ítem:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9783642303678
ISSN:2191-3048
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