1. Calibration of a sedimentation model through a continuous genetic algorithm.
- Author
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Coronel, Aníbal, Berres, Stefan, and Lagos, Richard
- Subjects
- *
CONSERVATION laws (Mathematics) , *CALIBRATION , *SEDIMENTATION & deposition , *COST functions , *LEAST squares , *GENETIC algorithms , *CONSERVATION laws (Physics) - Abstract
In this contribution we consider the problem of flux identification in a scalar conservation law modelling the phenomenon of sedimentation. The experimental observation data used for the calibration consist of a solid concentration profile at a fixed time. The identification problem is formulated as an optimization one, where the distance between the profiles of the model simulation and observation data is minimized by a least squares cost function. The direct problem is approximated by a monotone finite volume scheme. The numerical solution of the calibration problem is obtained by a continuous genetic algorithm. Numerical results are presented in order to validate the efficiency of the proposed algorithm. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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