Publications from GERAD

The fruit of our labor

Cahiers du GERAD

Collection of technical reports and working papers, testimony to the strength and productivity of our group.

Scientific Publications

Repository of all the categories of scientific publications produced by our members over the years.

Newsletter

Semi-annual magazine popularizing scientific research carried out by our members and summary of our recent activities.

Recent Cahiers

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G-2026-41 Adaptive real-time optimization for electric bus depot operations with state-of-charge tracking signal
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Managing electric bus (EB) fleets at scale introduces operational challenges that differ fundamentally from those of conventional fuel-powered fleets. A main...

G-2026-39 Adaptive direct search algorithms with relaxable and quantifiable constraints
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This work introduces ADS-PB, an extension of the Adaptive Direct Search (ADS) framework for solving constrained blackbox optimization problems. With ADS, it...

G-2026-38 Fleet and infrastructure planning for heavy-duty electric vehicles with opportunity charging
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Heavy-duty vehicles (HDVs) are a major source of road transportation emissions, yet their electrification remains challenging due to operational constraints....

G-2026-37 Managing short-term hydropower production with a multi-agent reinforcement learning model
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Hydropower generation fulfills 94% of Québec’s electricity needs, making efficient Short-Term Hydropower Scheduling (STHS) critical for daily operations. Thi...

G-2026-36 Stochastic capacity accreditation: Incentivizing resource adequacy under weather uncertainty
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High penetrations of variable renewable energy introduce significant resource adequacy challenges, particularly when weather-driven uncertainty affects renew...

Recent Scientific Publications

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book

Statistical Methods for Quantitative Finance

book

Pricing in the Age of AI

article

Evacuation network design and planning under traffic congestion
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Designing efficient evacuation networks is crucial for disaster preparedness, as poorly planned and managed evacuations can increase the time required for ev...

proceedings

Data-driven adaptive output regulation of unknown linear systems
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proceedings

Data-Driven Network LQG Mean Field Games with Heterogeneous Populations via Integral Reinforcement Learning
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