Multicriteria optimization of a single-cell oil production

Multicriteria optimization of a single-cell oil production

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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: , , ,
Keywords: decision theory: multiple criteria
Abstract:

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.

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