Statistics, Data mining, Probability and stochastic processes, Artificial intelligence : GERAD

Data mining based on statistical methods, classification approaches, neural network methods; mathematical statistics; variance analysis for estimators; expert systems.

Nov 2020

Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates

Kwassi Joseph Dzahini, Michael Kokkolaras, and Sébastien Le Digabel

G-2020-60

Nov 2020

Combining Cross Entropy and MADS methods for inequality constrained optimization

Charles Audet, Jean Bigeon, and Romain Couderc

G-2020-59

Nov 2020

Pleiad: An open-source modeling package for exploring residential flexibility in the smart grid

Hugues Souchard De Lavoreille, Juan A. Gomez-Herrera, and Miguel F. Anjos

G-2020-61

Oct 2020

Stochastic damped L-BFGS with controlled norm of the Hessian approximation

Sanae Lotfi, Tiphaine Bonniot, Dominique Orban, and Andrea Lodi

G-2020-52

Oct 2020

A computational study on imputation methods for missing environmental data

Paul Dixneuf, Fausto Errico, and Mathias Glaus

G-2020-56

See all 301 Cahiers…

Sep 2020

Balancing supply and demand in the presence of renewable generation via demand response for electric water heaters

Adham Ismail Tammam, Miguel F. Anjos, and Michel Gendreau

Annals of Operations Research, 292, 753–770, 2020 BibTeX reference

Aug 2020

Long-term mine production scheduling with multiple processing destinations under mineral supply uncertainty, based on multi-neighbourhood Tabu search

Renaud Senécal and Roussos Dimitrakopoulos

International Journal of Mining, Reclamation and Environment, 34(7), 459–475, 2020 BibTeX reference

Aug 2020

Production scheduling under uncertainty of an open-pit mine using Lagrangian relaxation and branch-and-cut algorithm

Snehamoy Chatterjee and Roussos Dimitrakopoulos

International Journal of Mining, Reclamation and Environment , 34(5), 343–361, 2020 BibTeX reference

Aug 2020

Renewal Monte Carlo: Renewal theory based reinforcement learning

Jayakumar Subramanian and Aditya Mahajan

IEEE Transcations on Automatic Control, 65(8), 3663–3670, 2020 BibTeX reference

Jun 2020

Convex fuzzy \(k\)-medoids clustering

Daniel Nobre Pinheiro, Daniel Aloise, and Simon Blanchard

Fuzzy Sets and Systems, 389, 66–92, 2020 BibTeX reference

See all 85 publications…

01:45 PM–03:00 PMDec 2, 2016 01:45 PM

Observer design on SO(3) - Fast convergence and practical considerations

GERAD seminar
James Richard Forbes – Department of Mechanical Engineering, McGill University, Canada