Guy Desaulniers
Member, GERAD
Professor, Department of Mathematics and Industrial Engineering, Polytechnique Montréal
Other titles and affiliations
Biography
Guy Desaulniers holds a BSc and a MSc in mathematics from Université de Montréal, and a PhD in applied mathematics from Polytechnique Montréal. After his PhD, he occupied various professor and researcher positions before being hired in 2000 as an associate professor in the Department of Applied Mathematics and Industrial Engineering at Polytechnique Montréal where he still teaches, conducts research, and supervises graduate students as a full professor since 2007. So far, Guy has (co-)supervised more than 55 MSc students, 35 PhD students, and 15 post-docs, and co-authored more than 130 papers published in refereed journals, 10 book chapters and 1 book on branch-and-price.
His main research interests are on branch-and-price, mathematical decomposition methods, integer programming, and dynamic programming, applied to various problems arising in all modes of transportation, logistics, and personnel scheduling. He has been involved in many industrial research projects, especially with the optimization software companies AD OPT (IBS Software), Kronos (UKG), and GIRO Inc. Since 2019, Guy also acts as a scientific advisor at IvadoLabs, a company providing optimization and machine learning solutions to large Canadian organizations.
Since the beginning of the 1990s, Guy has been active at the GERAD as a PhD student, an associate member, a postdoc, a regular member, and also the Director of the GERAD (2015-2019). He finds that the GERAD offers a unique environment to conduct research, supervise graduate students, organize and participate in scientific activities, exchange with renowned and young researchers, and start new collaborations. Throughout his career, he has collaborated with close to twenty GERAD members.
Research Axes
Research Applications
Publications
Branch-and-Price
Integer (linear) programs are a standard way of formalizing a vast array of optimization problems in industry, services, management, science, and technology....
BibTeX referenceNews
Several GERAD researchers appear in a ranking of research citations updated in September 2024 and published on the Mendeley website, a search tool belonging to Elsevier, the Dutch scientific publisher.
Research.com, a leading academic platform for researchers, released in November 2023 the 3rd edition of its ranking of the top 1000 scientists in several fields.
Title: Column Generation in Machine Learning
Events
Stefan Irnich – Johannes Gutenberg University Mainz
Prizes and awards
Transportation Science Meritorious Award 2023 as an associate editor
Professor among the top scientists in the fields of mathematics and engineering and technology
Best Paper Award for 2021
Morabit, M., Desaulniers, G., Lodi, A. Machine-learning-based column selection for column generation. Transportation Science 55(4), 815-831, 2021Transportation Science Meritous Award 2022 as a reviewer
Transportation Science Meritorious Award 2022 as an associate editor
Professor among the world’s most influential researchers in 2020 and in career
Professor among the world’s most influential researchers in 2019 and in career
Editorial Boards & Comittees
Associate Editor
- INFORMS Journal on Computing, 2020-...
- Transportation Science, 2016-...
Guest co-editor for a special issue of European Journal on Transportation and Logistics, 9(4), 2020.