Radia Bouabdallah ; Bijan Mohammadi ; Robert Rapadamnaba - Low-complexity moment-based robust design and uncertainty back-propagation

arima:7160 - Revue Africaine de Recherche en Informatique et Mathématiques Appliquées, September 13, 2021, Volume 32 - 2019 - 2021 - https://doi.org/10.46298/arima.7160
Low-complexity moment-based robust design and uncertainty back-propagationArticle

Authors: Radia Bouabdallah 1; Bijan Mohammadi ORCID1; Robert Rapadamnaba 1

[en]
The paper shows how to take advantage of a possible existing linear relationship in an optimization problem to address the issue of robust design and backward uncertainty propagation lowering as much as possible the computational effort.

[fr]
L' article montre comment tirer parti de la présence de linéarité dans un problème d'optimisation et proposer une solution à faible complexité pour une optimisation robuste ainsi que la propagation rétrograde des incertitudes avec un faible coût calculatoire.


Volume: Volume 32 - 2019 - 2021
Published on: September 13, 2021
Accepted on: September 3, 2021
Submitted on: February 8, 2021
Keywords: [MATH]Mathematics [math], [en] uncertainty quantification, robust optimization, backward propagation, low-complexity; [fr] optimisation robuste, propagation rétrograde, faible complexité, quantification des incertitudes

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