Model Based Parameter Estimation

Released on by Hans Georg Bock
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  • Model Based Parameter Estimation Book Detail

  • Author : Hans Georg Bock
  • Release Date : 2013-02-26
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 342
  • ISBN 13 : 3642303676
  • File Size : 18,18 MB
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Model Based Parameter Estimation by Hans Georg Bock PDF Summary

Book 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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