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Control of robust design in multiobjective optimization under uncertainties

Erfani, T; Utyuzhnikov, SV; (2012) Control of robust design in multiobjective optimization under uncertainties. Structural and Multidisciplinary Optimization , 45 (2) pp. 247-256. 10.1007/s00158-011-0693-0.

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Abstract

In design and optimization problems, a solution is called robust if it is stable enough with respect to perturbation of model input parameters. In engineering design optimization, the designer may prefer a use of robust solution to a more optimal one to set a stable system design. Although in literature there is a handful of methods for obtaining such solutions, they do not provide a designer with a direct and systematic control over a required robustness. In this paper, a new approach to robust design in multiobjective optimization is introduced, which is able to generate robust design with model uncertainties. In addition, it introduces an opportunity to control the extent of robustness by designer preferences. The presented method is different from its other counterparts. For keeping robust design feasible, it does not change any constraint. Conversely, only a special tunable objective function is constructed to incorporate the preferences of the designer related to the robustness. The effectiveness of the method is tested on well known engineering design problems.

Type: Article
Title: Control of robust design in multiobjective optimization under uncertainties
DOI: 10.1007/s00158-011-0693-0
Publisher version: http://dx.doi.org/ 10.1007/s00158-011-0693-0
Language: English
Keywords: Robust design optimization, Multiobjective optimization, Fuzzy uncertainty, Directed search domain, Mechanical Design, Sensitivity, Variance
UCL classification: UCL > School of BEAMS
UCL > School of BEAMS > Faculty of Engineering Science
URI: http://discovery.ucl.ac.uk/id/eprint/1339661
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