Continuous Optimization : GERAD

Optimization methods for problems possessing continuous first derivatives and for which evaluating those derivatives is affordable.

Mar 2021

A proximal quasi-Newton trust-region method for nonsmooth regularized optimization

Aleksandr Aravkin, Robert Baraldi, and Dominique Orban

G-2021-12

Jan 2021

A Julia implementation of Algorithm NCL for constrained optimization

Ding Ma, Dominique Orban, and Michael A. Saunders

G-2021-02

Dec 2020

Julia as a portable high-level language for numerical solvers of power flow equations on GPU architectures

Michel Schanen, Daniel Adrian Maldonado, François Pacaud, Alexis Montoison, Mihai Anitescu, Kibaek Kim, Youngdae Kim, Vishwas Rao, and Anirudh Subramanyam

G-2020-74

Jun 2020

A symmetric formulation of the linear system arising in interior methods for convex optimization with bounded condition number

Alexandre Ghannad, Dominique Orban, and Michael A. Saunders

G-2020-37

Apr 2020

DMulti-MADS: Mesh adaptive direct multisearch for blackbox multiobjective optimization

Jean Bigeon, Sébastien Le Digabel, and Ludovic Salomon

G-2020-25

See all 35 Cahiers…

Jul 2021

Performance indicators in multiobjective optimization

Charles Audet, Jean Bigeon, Dominique Cartier, Sébastien Le Digabel, and Ludovic Salomon

European Journal of Operational Research, 292(2), 397–422, 2021 BibTeX reference

Jun 2021

DMulti-MADS: Mesh adaptive direct multisearch for bound-constrained blackbox multiobjective optimization

Jean Bigeon, Sébastien Le Digabel, and Ludovic Salomon

Computational Optimization and Applications, 79(2), 301–338, 2021 BibTeX reference

May 2021

Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates

Charles Audet, Kwassi Joseph Dzahini, Michael Kokkolaras, and Sébastien Le Digabel

Computational Optimization and Applications, 79(1), 1–34, 2021 BibTeX reference

Dec 2020

Scaled projected-directions methods with application to transmission tomography

Guillaume Mestdagh, Yves Goussard, and Dominique Orban

Optimization and Engineering, 21(4), 1537–1561, 2020 BibTeX reference

Jul 2020

A regularization method for constrained nonlinear least squares

Dominique Orban and Abel Soares Siquiera

Computational Optimization and Applications, 76(3), 961–989, 2020 BibTeX reference

See all 18 publications…

10:45 AM–12:00 PMNov 23, 2016 10:45 AM

Stochastic data envelopment analysis

GERAD seminar
Mostafa Davtalab-Olyaie – University of Kashan, Iran

Canada Excellence Research Chair in Data Science for Real-Time Decision-Making