Model Based Parameter Estimation : Theory and Applications

Bock, Hans Georg (EDT); Carraro, Thomas (EDT); Jager, Willi (EDT); Korkel, Stefan (EDT); Rannacher, Rolf (EDT)

ISBN 10: 3642303668 / ISBN 13: 9783642303661

Published by Springer, 2013

About this Item

Seller Inventory # 17744187-n

Bibliographic Details

• Title: Model Based Parameter Estimation : Theory and Applications
• Publisher: Springer
• Publication Date: 2013
• Language: English
• ISBN 10: 3642303668
• ISBN 13: 9783642303661
• Binding: Hardcover
• Condition: New

About this title

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.