Model Based Parameter Estimation: Theory and Applications - Couverture souple

Couverture souple

ISBN 10 : 3642440762 ISBN 13 : 9783642440762

Editeur : Springer, 2015

Synopsis

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.

A propos du livre

Présentation de l'éditeur

This book features papers from a workshop on parameter estimation held in 2009 in Heidelberg. It combines mathematical and numerical methods to apply parameter estimation and optimum experimental design in a range of contexts.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2015
• Langue: anglais
• ISBN 10: 3642440762
• ISBN 13: 9783642440762
• Reliure: Broché
• Nombre de pages: 344
• Éditeur: Bock Hans Georg, Carraro Thomas, Jäger Willi, Körkel Stefan, Rannacher Rolf, Schlöder Johannes P.
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Allemagne