A new class of supersaturated design: Application to a sensitivity study of a photochemical model
| hal.structure.identifier | Institut des Sciences Moléculaires de Marseille [ISM2] | |
| dc.contributor.author | CLAEYS-BRUNO, M. | |
| hal.structure.identifier | Laboratoire d'astrodynamique, d'astrophysique et d'aéronomie de bordeaux [L3AB] | |
| hal.structure.identifier | Observatoire aquitain des sciences de l'univers [OASU] | |
| hal.structure.identifier | Laboratoire d'Astrophysique de Bordeaux [Pessac] [LAB] | |
| dc.contributor.author | DOBRIJEVIC, M. | |
| dc.contributor.author | PHAN-TAN-LUU, R. | |
| hal.structure.identifier | Institut des Sciences Moléculaires de Marseille [ISM2] | |
| dc.contributor.author | SERGENT, M. | |
| dc.date.issued | 2009 | |
| dc.identifier.issn | 0169-7439 | |
| dc.description.abstractEn | The use of experimental designs in the field of numerical simulation improves global sensitivity analysis compared to Monte Carlo based method by decreasing the number of simulations. More particularly, supersaturated designs can be applied to decrease the number of calculations, because the number of simulations is inferior to the number of studied factors but its use is risky and depends on “parsimony principle”. This paper shows new supersaturated designs that use the a priori knowledge and thus overcome this difficulty. | |
| dc.language.iso | en | |
| dc.publisher | Elsevier | |
| dc.subject.en | Supersaturated design | |
| dc.subject.en | Hadamard design | |
| dc.subject.en | Screening | |
| dc.subject.en | Numerical simulation | |
| dc.subject.en | Monte Carlo based method | |
| dc.subject.en | Sensitivity analysis | |
| dc.title.en | A new class of supersaturated design: Application to a sensitivity study of a photochemical model | |
| dc.type | Article de revue | |
| dc.subject.hal | Planète et Univers [physics]/Astrophysique [astro-ph]/Planétologie et astrophysique de la terre [astro-ph.EP] | |
| dc.subject.hal | Physique [physics]/Astrophysique [astro-ph]/Planétologie et astrophysique de la terre [astro-ph.EP] | |
| bordeaux.journal | Chemometrics and Intelligent Laboratory Systems | |
| bordeaux.page | 86-93 | |
| bordeaux.volume | 95 | |
| bordeaux.issue | 1 | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-00403179 | |
| hal.version | 1 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-00403179v1 | |
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