Publications from GERAD


The fruit of our labor


Research dissemination and open access

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-2026-65 Optimal charge scheduling of electric vehicle fleets through dynamic pricing and intraday market trading
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We consider an electricity supplier for a large commercial electric vehicle (EV) fleet. The supplier uses a dynamic pricing scheme for buying and selling ene...

G-2026-51 Penalty function-based dual stabilization for column generation with graph neural networks: Application to the vehicle routing problem with stochastic demands
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Column generation is a widely used dual-guided approach to solve highly degenerate problems. During the resolution, the degeneracy of the master problem ofte...

G-2026-03-SM Numerical evaluation of distributed wireless networks at mega scale - Supplementary material
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This document contains the complete geometric derivations and analytical proofs supporting the results stated and used in the main manuscript. Results that ...

G-2026-57 Learning road distances for combinatorial optimization
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We study methods for approximating road-network distances on dense urban maps, with a focus on downstream optimization tasks such as route planning. In many ...

G-2026-56 Complexity analysis of trust-region methods under \((\alpha,L_0,L_1)\)-smoothness
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Generalized smoothness assumptions have attracted growing attention in recent years, motivated in part by machine learning problems in which the gradient of ...

Recent Scientific Publications

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Balancing productivity and safety: a risk-aware framework for human-robot collaborative workflows
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Statistical Methods for Quantitative Finance

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Multi-objective maritime vessel routing with safety considerations
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Equilibrium influence and pricing in duopoly competition
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The technician routing and scheduling problem with skills and time-sensitive returns under uncertainty
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