 |
 |
|
|
| See detailed view | Peer-reviewed conferences/proceedings |
 |
| IEEE Congress on Evolutionary Computation, Singapour : Singapour (2007) |
|
|
| Attached file list to this document: | ||||||||||
|
||||||||||
|
|
|
| Identification of the Isotherm Function in Chromatography Using CMA-ES |
|
|
| Mohamed Jebalia1Anne Auger1Marc Schoenauer1Francois James2Marie Postel3 |
|
|
|
| This paper deals with the identification of the flux for a system of conservation laws in the specific example of analytic chromatography. The fundamental equations of chromatographic process are highly non linear. The state-of-the-art Evolution Strategy, CMA-ES (the Covariance Matrix Adaptation Evolution Strategy), is used to identify the parameters of the so-called isotherm function. The approach was validated on different configurations of simulated data using either one, two or three components mixtures. CMA-ES is then applied to real data cases and its results are compared to those of a gradient-based strategy. |
|
|
|
|
|
|
|
|
|
| 1: | INRIA Futurs - TAO |
|
|
| 2: | MAPMO - Mathématiques - Analyse, Probabilités, Modélisation - Orléans |
|
|
| 3: | LJLL - Laboratoire Jacques-Louis Lions |
|
|
|
|
|
|
|
| inria-00175852, version 1 | |
| http://hal.inria.fr/inria-00175852 | |
| oai:hal.inria.fr:inria-00175852 | |
| From: Mohamed Jebalia | |
| Submitted on: Monday, 1 October 2007 15:11:07 | |
| Updated on: Thursday, 3 July 2008 19:21:00 | |
