Engineering (engineering design, digital design)

Members

Mehiddin Al-Baali Associated member, GERAD

Miguel F. Anjos Member, GERAD

Charles Audet Member, GERAD

Hatem Ben-Ameur Member, GERAD

Jean Bigeon Associated member, GERAD

François Bouffard Member, GERAD

John W. Chinneck Associated member, GERAD

Roussos Dimitrakopoulos Member, GERAD

Franklin Djeumou Fomeni Member, GERAD

20 people

Cahiers du GERAD

Nov 2021

G-2021-60
Détection de communautés dynamiques dans les réseaux évolutifs de développeurs au sein de Chrome

Gilles Caporossi, Sylvain Perron, Franck Barès, and Anaïs Correc

The time-stamped database provided by Google traces the code contributions to Chrome browser on the period from September 2008 to January 2014. It describes ...

BibTeX reference

Dec 2021

G-2021-67
DCISolver.jl: A Julia solver for nonlinear optimization using dynamic control of infeasibility

Tangi Migot, Dominique Orban, and Abel Soares Siquiera

This paper presents DCISolver.jl a new Julia package implementating the Dynamic Control of Infeasibility method (DCI), introduced by Bielschowsky & Gomes (20...

BibTeX reference

Jun 2021

G-2020-51
Stochastic adaptive regularization with dynamic sampling for machine learning

Sanae Lotfi, Dominique Orban, and Andrea Lodi

In this paper, we consider both first- and second-order techniques to address continuous optimization problems arising in machine learning. In the first-orde...

BibTeX reference

175 Papers

Publications

Apr 2022

Clock and power-induced bias correction for UWB Time-of-Flight measurements

Jérôme Le Ny and Justin Cano

IEEE Robotics and Automation Letters, 7(2), 2431–2438, 2022 BibTeX reference

Feb 2022

Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates

Kwassi Joseph Dzahini, Michael Kokkolaras, and Sébastien Le Digabel

To appear in: Mathematical Programming, 2022 BibTeX reference

Dec 2021

Optimization of stochastic blackboxes with adaptive precision

Stéphane Alarie, Charles Audet, Pierre-Yves Bouchet, and Sébastien Le Digabel

SIAM Journal on Optimization, 31(4), 3127–3156, 2021 BibTeX reference

177 publications

Events

May 20, 202211:00 AM — 01:00 PM

A Stochastic Proximal Method for Non-smooth Regularized Finite Sum Optimization

DS4DM Coffee Talk
Dounia Lakhmiri – Polytechnique Montréal

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

Hybrid seminar

May 20, 202211:00 AM — 01:00 PM

Robust Counterfactual Explanations for Random Forests

DS4DM Coffee Talk
Alexandre Forel – Polytechnique Montréal

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

Hybrid seminar

May 16 — 18, 2022

2022 Optimization Days

Conference

HEC Montréal

16 activities

News

May 30, 2022

GERAD Newsletter - Spring edition 2022

Summary

The last issue of the Newsletter is now available. Enjoy!

Impact papers - Skilled workforce scheduling and routing
Collaborations ... - Stall economy: The value of mobility in retail on wheels
Actions and interactions - A new team of trainees for the NSERC Alliance–Huawei Canada project
Postdoctoral fellows - Saad Akhtar, Aldair Alvarez, Banafsheh Asadi, Vania Karami, Gislaine Mara Melega, Milka Nyariro, Ramesh Ramasamy Pandi, Lingqing Yao
Who are they? - Loubna Benabbou, Hanane Dagdougui, Franklin Djeumou Fomeni, Mary Kang
Goodbye Jean-Louis-Goffin
GERAD news brief