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Model Based Parameter Estimation: Theory and Applications by Hans Georg Bock

Model Based Parameter Estimation: Theory and Applications

by Hans Georg Bock
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Book cover type: Paperback
  • ISBN13: 9783642440762
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 334
  • Original Price: EUR 99.99
  • Language: English
  • Edition: 2013
  • Item Weight: 492 grams
  • BISAC Subject(s): Differential Equations / General, Applied, and Number Systems

From the Back Cover

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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