{
  "id": "0710.0322",
  "version": "v1",
  "published": "2007-10-01T15:30:13.000Z",
  "updated": "2007-10-01T15:30:13.000Z",
  "title": "Identification of the Isotherm Function in Chromatography Using CMA-ES",
  "authors": [
    "Mohamed Jebalia",
    "Anne Auger",
    "Marc Schoenauer",
    "Francois James",
    "Marie Postel"
  ],
  "journal": "Dans IEEE Congress on Evolutionary Computation (2007)",
  "categories": [
    "math.OC",
    "math.NA"
  ],
  "abstract": "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.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2007-10-01T15:30:13.000Z"
    }
  ],
  "analyses": {
    "keywords": [
      "isotherm function",
      "identification",
      "chromatography",
      "covariance matrix adaptation evolution strategy",
      "state-of-the-art evolution strategy"
    ],
    "tags": [
      "journal article"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 0,
      "language": "en",
      "license": "arXiv",
      "status": "editable",
      "adsabs": "2007arXiv0710.0322J"
    }
  }
}