Article ID: | iaor20051372 |
Country: | Netherlands |
Volume: | 153 |
Issue: | 2 |
Start Page Number: | 360 |
End Page Number: | 369 |
Publication Date: | Mar 2004 |
Journal: | European Journal of Operational Research |
Authors: | Kiss Laszlo Nandor, Fonteix Christian, Muniglia Lionel, Marc Ivan |
Keywords: | decision theory: multiple criteria |
The search of an experimental design based on D-optimality criterion to improve a bioprocess is proposed. The chosen model is a second-degree polynomial one selected for its satisfying precision leading to an accurate representation of non-linear systems with a low number of parameters. The optimization is carried out thanks to a real encoding diploid genetic algorithm developed within our laboratory. This study shows the setting of a multiobjective optimization procedure for bioprocesses having, in all cases, several criteria to optimize. A new approach by Pareto's domain determination and ranking by Decision Engineering tool is presented.