Publications de
El Houcine Bergou, Serge Gratton, Luis Vicente
Levenberg-Marquardt methods based on probabilistic gradient models and inexact subproblem solution, with application to data assimilation
Dans : SIAM/ASA Journal on Uncertainty Quantification (JUQ), SIAM, Vol. 4 N. 1, p. 924-951, 2016.
Résumé Accès : https://doi.org/10.1137/140974687 – https://oatao.univ-toulouse.fr/22604/
BibTeXYoussef Diouane, Serge Gratton, Xavier Vasseur, Luis Vicente, Henry Calandra
A parallel evolution strategy for an Earth imaging problem in geophysics,
Dans : Optimization Engineering, Taylor & Francis Group, Vol. 17 N. 1, p. 2-26, 2016.
Serge Gratton, Clément Royer, Luis Vicente
A second-order globally convergent direct-search method and its worst-case complexity
Dans : Optimization: A Journal of Mathematical Programming and Operations Research, Taylor & Francis Group, Vol. 65 N. 6, p. 1105-1128, 2016.
Accès : http://www.tandfonline.com/doi/abs/10.1080/02331934.2015.1124271 – http://www.mat.uc.pt/~lnv/papers/DSdeterm2.pdf – https://oatao.univ-toulouse.fr/16988/
BibTeXYoussef Diouane, Serge Gratton, Luis Vicente
Globally convergent evolution strategies for constrained optimization
Dans : Computational Optimization and Applications, Springer-Verlag, Heidelberg, Allemagne, Vol. 62, p. 323-346, 2015.
Youssef Diouane, Serge Gratton, Luis Vicente
Globally convergent evolution strategies
Dans : Mathematical Programming, Series A, Springer, Vol. 152, p. 467-490, 2015.
Serge Gratton, Clément Royer, Luis Vicente, Zaikun Zhang
Direct Search Based on Probabilistic Descent
Dans : SIAM Journal on Optimization, Society for Industrial and Applied Mathematics (SIAM), USA, Vol. 25 N. 3, p. 1515-1541, 2015.
Accès : http://epubs.siam.org/doi/abs/10.1137/140961602 – http://www.mat.uc.pt/~lnv/papers/ds-random.pdf – https://oatao.univ-toulouse.fr/16987/
BibTeXA merit function approach for direct search
Dans : SIAM Journal on Optimization, Society for Industrial and Applied Mathematics (SIAM), USA, Vol. 24 N. 4, p. 1980-1998, 2014.
A surrogate management framework using rigorous trust-region steps
Dans : Optimization Methods and Software, Taylor & Francis Group, Vol. 29, p. 10-23, janvier 2014.