Low-complexity moment-based robust design and uncertainty back-propagation

Radia Bouabdallah; Bijan Mohammadi; Robert Rapadamnaba

doi:10.46298/arima.7160

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Low-complexity moment-based robust design and uncertainty back-propagation

Radia Bouabdallah, Bijan Mohammadi and Robert Rapadamnaba

Revue Africaine de Recherche en Informatique et Mathématiques Appliquées, Vol.Volume 32 - 2019 - 2021

13/09/2021

DOI: https://doi.org/10.46298/arima.7160

Abstract

uncertainty quantification

robust optimization

backward propagation

low-complexity

optimisation robuste

propagation rétrograde

faible complexité

quantification des incertitudes

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.

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Title: Low-complexity moment-based robust design and uncertainty back-propagation
Creators - without role: Radia Bouabdallah - Université de Montpellier, Institut Montpelliérain Alexander Grothendieck - IMAG
Bijan Mohammadi - Université de Montpellier, Institut Montpelliérain Alexander Grothendieck - IMAG
Robert Rapadamnaba - Université de Montpellier, Institut Montpelliérain Alexander Grothendieck - IMAG
Publication Details: Revue Africaine de Recherche en Informatique et Mathématiques Appliquées, Vol.Volume 32 - 2019 - 2021
Identifiers: 9947402009311
Academic Unit: Institut Montpelliérain Alexander Grothendieck - IMAG
Language: English
Resource Type: Journal article
Local Fields: hal-03132488