Cahiers du GERAD par année

juin 2021

Variance reduction with array-RQMC for Tau-Leaping simulation of stochastic biological and chemical reaction networks

Florian Puchhammer, Amal Ben Abdellah et Pierre L'Ecuyer

G-2021-39

juin 2021

Multiple streams with recurrence-based, counter-based, and splittable random number generators

Pierre L'Ecuyer, Olivier Nadeau-Chamard, Yi-Fan Chen et Justin Lebar

G-2021-38

juin 2021

Quantifying uncertainty with ensembles of surrogates for blackbox optimization

Charles Audet, Sébastien Le Digabel et Renaud Saltet

G-2021-37

juin 2021

Feedback Nash equilibria in differential games with impulse control

Utsav Sadana, Puduru Viswanadha Reddy et Georges Zaccour

G-2021-36

juin 2021

Blackbox optimization

Charles Audet

G-2021-35

juin 2021

Integrating learning and explicit model predictive control for unit commitment in microgrids

Yuchong Huo, François Bouffard et Géza Joós

G-2021-34

mai 2021

Exploring dual information in distance metric learning for clustering

Rodrigo Alves Randel, Daniel Aloise et Alain Hertz

G-2021-32

mai 2021

Deep reinforcement learning for optimal stopping with application in financial engineering

Abderrahim Fathan et Erick Delage

G-2021-30

mai 2021

Maximal perimeter and maximal width of a convex small polygon

Christian Bingane

G-2021-33

mai 2021

Tight bounds on the maximal perimeter of convex equilateral small polygons

Christian Bingane et Charles Audet

G-2021-31

mai 2021

Upper bounds on the average number of colors in the non-equivalent colorings of a graph

Alain Hertz, Hadrien Mélot, Sébastien Bonte, Gauvain Devillez et Pierre Hauweele

G-2021-28

mai 2021

Mean Field Game-based control of sharing daily solar energy between electric vehicles in a parking lot

Samuel Mugisho Muhindo, Roland P. Malhamé et Géza Joós

G-2021-29

mai 2021

A lifted-space dynamic programming algorithm for the Quadratic Knapsack Problem

Franklin Djeumou Fomeni

G-2021-27

avr. 2021

Lower bounds and properties for the average number of colors in the non-equivalent colorings of a graph

Alain Hertz, Hadrien Mélot, Sébastien Bonte et Gauvain Devillez

G-2021-25

avr. 2021

New complementary problem formulation for the improved primal simplex

Youssouf Emine, François Soumis et Issmail El Hallaoui

G-2021-24

avr. 2021

NOMAD version 4: Nonlinear optimization with the MADS algorithm

Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir et Christophe Tribes

G-2021-23

avr. 2021

Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index

Nima Akbarzadeh et Aditya Mahajan

G-2021-26

mars 2021

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

Aleksandr Aravkin, Robert Baraldi et Dominique Orban

G-2021-12

mars 2021

Use of static surrogates in hyperparameter optimization

Dounia Lakhmiri et Sébastien Le Digabel

G-2021-10

mars 2021

Using graph theory to derive inequalities for the Bell numbers

Alain Hertz, Anaelle Hertz et Hadrien Mélot

G-2021-06

mars 2021

Optimization of infectious disease prevention and control policies using agent-based modeling

Khalil Bassam Al Handawi et Michael Kokkolaras

G-2021-07

mars 2021

Quasi-maximum likelihood for estimating structural models

Malek Ben-Abdellatif, Hatem Ben-Ameur, Rim Chérif et Tarek Fakhfakh

G-2021-11

mars 2021

Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds

Leandro R. Costa, Daniel Aloise, Luca G. Gianoli et Andrea Lodi

G-2021-09

mars 2021

Combining heuristics and integer linear programming to compute a solution to the Robotic Process Automation (RPA) problem

Sara Séguin, Imène Benkalai, Hugo Tremblay, Xavier Lebeuf et David-Emmanuel Perron-Chouinard

G-2021-08

fév. 2021

Compact routes for parcel delivery by postal services

Alexis Bretin, Guy Desaulniers et Louis-Martin Rousseau

G-2021-04

fév. 2021

The minimum mean cycle-canceling algorithm for linear programs

Jean-Bertrand Gauthier et Jacques Desrosiers

G-2021-05

jan. 2021

A Julia implementation of Algorithm NCL for constrained optimization

Ding Ma, Dominique Orban et Michael A. Saunders

G-2021-02

jan. 2021

RipQP: A multi-precision regularized predictor-corrector method for convex quadratic optimization

Geoffroy Leconte et Dominique Orban

G-2021-03

jan. 2021

Parallel stimulation of disruptions for personnel scheduling in a flexible working environment

Rachid Hassani, Guy Desaulniers et Issmail El Hallaoui

G-2021-01