Cahiers du GERAD par année

août 2020

Escaping unknown discontinuous regions in blackbox optimization

Charles Audet, Alain Batailly et Solène Kojtych

G-2020-46

août 2020

Aggregator: Automating feature aggregation with graph neural networks

François-Xavier Devailly, Xinyue Tan et Gilles Caporossi

G-2020-45

août 2020

Exact branch-price-and-cut for a hospital therapist scheduling problem with flexible service locations and time-dependent location capacity

Alexander Jungwirth, Guy Desaulniers, Markus Frey et Rainer Kolisch

G-2020-44

juil. 2020

Decycling bipartite graphs

Alain Hertz

G-2020-43

juil. 2020

New product diffusion in the presence of strategic consumers and social contagion: A mean-field game approach

Jafar Chaab, Rabih Salhab et Georges Zaccour

G-2020-40

juin 2020

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

Alexandre Ghannad, Dominique Orban et Michael A. Saunders

G-2020-37

juin 2020

Decision tree-based optimization for flexibility management for sustainable energy microgrids

Yuchong Huo, François Bouffard et Géza Joós

G-2020-33

juin 2020

Tuning a variational autoencoder for data accountability problem in the Mars Science Laboratory ground data system

Dounia Lakhmiri, Ryan Alimo et Sébastien Le Digabel

G-2020-31

juin 2020

Stabilized column generation via the dynamic separation of aggregated rows

Luciano Costa, Claudio Contardo, Guy Desaulniers et Julian Yarkony

G-2020-36

juin 2020

Multi-product production routing under decoupled planning periods

Masoud Chitsaz, Jean-François Cordeau et Raf Jans

G-2020-35

juin 2020

Restless bandits: Indexability and computation of Whittle index

Nima Akbarzadeh et Aditya Mahajan

G-2020-34

juin 2020

Market integration of behind-the-meter residential energy storage

Valérie Provost et Miguel F. Anjos

G-2020-32

juil. 2020

Deep decarbonization in Northeastern North America: The value of electricity market integration and hydropower

Jesús Andrés Rodríguez Sarasty, Sébastien Debia et Pierre-Olivier Pineau

G-2020-39

mai 2020

Autonomous control in smart buildings: A deep reinforcement learning approach

Ysaël Desage, François Bouffard, Fabian Bastin et J.-S. Venne

G-2020-30

avr. 2020

Long-term influence of priority order of short-term unit commitment in a complex hydroelectric system

Emmanuel Bigeon, Martin Gagnon, Stéphane Alarie, Souheil-Antoine Tahan et Michel Gamache

G-2020-26

mai 2020

Machine-learning-based column selection for column generation

Mouad Morabit, Guy Desaulniers et Andrea Lodi

G-2020-29

avr. 2020

The Covering-Assignment Problem for swarm-powered ad-hoc clouds: A distributed 3D mapping use-case

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

G-2020-28

fév. 2020

The pickup and delivery problem with time windows, multiple stacks, and handling operations

Marilène Cherkesly et Timo Gschwind

G-2020-16

avr. 2020

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

Jean Bigeon, Sébastien Le Digabel et Ludovic Salomon

G-2020-25

avr. 2020

A Simulation model for short and long term humanitarian supply chain operations management

Marilène Cherkesly et Yasmina Maïzi

G-2020-27

avr. 2020

On the interplay between self-driving cars and public transportation: A game-theoretic perspective

Nicolas Lanzetti, Maximilian Schiffer, Michael Ostrovsky et Marco Pavone

G-2020-24

avr. 2020

On the impact of the power production function approximation on hydropower maintenance scheduling

Eloise Edom, Miguel F. Anjos, Claudia D'Ambrosio, Wim van Ackooij, Pascal Côté et Sara Séguin

G-2020-22

avr. 2020

Dynamic constraint aggregation for solving very large-scale airline crew pairing problems

Guy Desaulniers, François Lessard, Mohammed Saddoune et François Soumis

G-2020-21

mars 2020

The value of randomized strategies in distributionally robust risk averse network interdiction games

Utsav Sadana et Erick Delage

G-2020-20

fév. 2020

Smart distributed energy storage controller (smartDESC)

Filippo Malandra, Arman C. Kizilkale, Frédéric Sirois, Brunilde Sansò, Miguel F. Anjos, Michel Bernier, Michel Gendreau et Roland P. Malhamé

G-2020-15

fév. 2020

Computational study of a branching algorithm for the maximum \(k\)-cut problem

Vilmar Jefté Rodrigues De Sousa, Miguel F. Anjos et Sébastien Le Digabel

G-2020-11

mars 2020

Open-loop and feedback Nash equilibrium in scalar linear-state differential games with impulse control

Utsav Sadana, Puduru Viswanadha Reddy et Georges Zaccour

G-2020-19

jan. 2020

Elements of networked protection systems for distribution networks and microgrids: A cyber-security perspective

Younes Seyedi, Houshang Karimi, Santiago Grijalva et Brunilde Sansò

G-2020-10

jan. 2020

A new approach to reliability assessment of synchrophasor communications in smart grids

Younes Seyedi, Houshang Karimi, Constant Wetté et Brunilde Sansò

G-2020-09

jan. 2020

A supervised learning approach to transient analysis for microgrid protection systems

Younes Seyedi, Houshang Karimi, Santiago Grijalva, Jean Mahseredjian et Brunilde Sansò

G-2020-08

mars 2020

Expected complexity analysis of stochastic direct-search

Kwassi Joseph Dzahini

G-2020-18

fév. 2020

An exact algorithm for a class of geometric set-cover problems

Claudio Contardo et Alain Hertz

G-2020-17

jan. 2020

Spectral properties of threshold graphs

Mustapha Aouchiche, Seyed Ahmad Mojallal et Pierre Hansen

G-2020-06

jan. 2020

Intra-brand competition in a differentiated oligopoly

Michèle Breton et Lucia Sbragia

G-2020-04

jan. 2020

User-based relocation strategies for free-floating car sharing systems

Maximilian Schiffer, Fabian Rüdel et Grit Walther

G-2020-03

jan. 2020

Numerical certification of Pareto optimality for biobjective nonlinear problems

Charles Audet, Frédéric Messine et Jordan Ninin

G-2020-01

fév. 2020

Inventory routing under stochastic supply and demand

Aldair Alvarez, Jean-François Cordeau, Raf Jans, Pedro Munari et Reinaldo Morabito

G-2020-14

fév. 2020

Machine learning in airline crew pairing to construct initial clusters for dynamic constraint aggregation

Yassine Yaakoubi, François Soumis et Simon Lacoste-Julien

G-2020-13

jan. 2020

On the difference of energies of a graph and its complement graph

Seyed Ahmad Mojallal et Pierre Hansen

G-2020-05

fév. 2020

Equal risk pricing and hedging of financial derivatives with convex risk measures

Saeed Marzban, Erick Delage et Jonathan Y. Li

G-2020-02

jan. 2020

Selective arc-ng pricing for vehicle routing

Luciano Costa, Claudio Contardo, Guy Desaulniers et Diego Galindo Pecin

G-2020-07

fév. 2020

The Aadhaar project as a guide for an alternative digital development in Quebec

Hugues Delmaire

G-2020-12