TY - GEN digital ID - 131517182 TI - Model Based Parameter Estimation : Theory and Applications AU - Bock, Hans Georg AU - Carraro, Thomas AU - Jäger, Willi AU - Körkel, Stefan AU - Rannacher, Rolf AU - Schlöder, Johannes P. PY - 2013 SN - 9783642303678 PB - Berlin, Heidelberg Springer DB - UniCat KW - Partial differential equations KW - Differential equations KW - Numerical methods of optimisation KW - Operational research. Game theory KW - Numerical analysis KW - Mathematics KW - Planning (firm) KW - Computer science KW - differentiaalvergelijkingen KW - computers KW - informatica KW - mathematische modellen KW - wiskunde KW - informaticaonderzoek KW - kansrekening KW - computerkunde KW - numerieke analyse KW - optimalisatie UR - https://www.unicat.be/uniCat?func=search&query=sysid:131517182 AB - 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. ER -