Sylvain Perron

Member, GERAD

Associate professor, Department of Decision Sciences, HEC Montréal

sylvain.perron@hec.ca

Phone: 514 340-6053 x6670

Phone: 514 340-6659

Fax: 514 340-5665

Office 4433

Other titles and affiliations

since Jun 2016

Director of the B.B.A. Program, HEC Montréal

Education

Sep 1997 – Aug 2004

Ph.D. , Applications de l’optimisation combinatoire et globale

Polytechnique Montréal, Charles Audet, director, Pierre Hansen, co-director

Research Axes

Axis 2: Decision support made in complex systems

Research Applications

Smart logistics (schedule design, supply chains, logistics, manufacturing systems)
Marketing (business intelligence, revenue management, recommendation systems)

Publications

Oct 2020

A linear relaxation-based heuristic for iron ore stockyard energy planning

Marcos Wagner Jesus Servare Junior, Helder R.O. Rocha, José Leandro Félix Salles, and Sylvain Perron

Energies , 13(19), Paper no: 2532, 2020 BibTeX reference

Apr 2019

Demand-side energy management by cooperative combination of plans: A multi-objective method applicable to isolated communities

Tiago Malavazi De Christo, Sylvain Perron, Jussara Farias Fardin, Domingos Sávio Lyrio Simonetti, and Cristina Engel de Alvarez

Applied Energy, 240, 453–472, 2019 BibTeX reference

Jan 2018

DGR-ELM-distributed generalized regularized ELM for classification

Fernando Kentaro Inaba, Evandro Ottoni Teatini Salles, Sylvain Perron, and Gilles Caporossi

Neurocomputing, 275, 1522–1530, 2018 BibTeX reference

19 publications

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

Feb 2018

G-2018-04
A parallel algorithm using VNS with shared memory and message passing interface for community detection in complex networks

Eglantine Camby, Gilles Caporossi, and Sylvain Perron

For the last decades, community detection is a well-studied problem because it has applications in various fields. Variable Neighborhood Search (VNS) is an e...

BibTeX reference

May 2016

G-2016-32
DGR-ELM -- Distributed generalized regularized ELM for classification

Fernando Kentaro Inaba, Evandro Ottoni Teatini Salles, Sylvain Perron, and Gilles Caporossi

Extreme Learning Machine (ELM) has recently increased popularity and has been successfully applied to a wide range of applications. Variants using regulariza...

BibTeX reference

25 Papers

Supervision

Patrick Mesana Ph.D.

Paul Conerardy Master's degree

Idris Selmi Master's degree

Su-Min Tan Master's degree

Saba Daftari Master's degree

Marcos Wagner Jesus Servare Junior Ph.D.

Marcos Servare Internship

Victor Putureanu Master's degree

Tiago Malavazi De Christo Ph.D.

All supervisions (56)