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-2025-37 Planning and learning in average risk-aware MDPs
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For continuing tasks, average cost Markov decision processes have well- documented value and can be solved using efficient algorithms. However, it explici...

G-2025-36 Benchmarking constrained, multi-objective and surrogate-assisted derivative-free optimization methods
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Benchmarking is essential for assessing the effectiveness of optimization algorithms. This is especially true in derivative-free optimization, where target ...

G-2025-35 Scheduling ISMP 2024
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Researchers around the globe attend the International Symposium on Mathematical Programming (ISMP) to share their latest results in mathematics, algorithms, ...

G-2025-34 Short-term hourly hydropower prediction: Evaluating LSTM and MILP-based methods
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Hydropower generation plays a crucial role in the global energy landscape, offering a renewable and sustainable source of electricity. Accurate forecasting o...

G-2025-33 Solving slgorithm NCL's subproblems: The need for interior methods
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Algorithm NCL was devised to solve a class of large nonlinearly constrained optimization problems whose constraints do not satisfy LICQ at a solution. It ...

Recent Scientific Publications

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proceedings

Navigating Demand Uncertainty in Container Shipping: Deep Reinforcement Learning for Enabling Adaptive and Feasible Master Stowage Planning
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article

Backpropagation-based inference for spatial interpolation to estimate the blastability index in an open pit mine
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book

Artificial Intelligence Based Primary Care Artificial Intelligence and Human Cognition in General Practice and Family Medicine
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book chapter

Ten Pillars of AI-Enabled Shared Decision Making: A Practical Guide
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article

From strategic to tactical carriers’ selection: A new SDDP algorithm to handle dynamic stochastic demand
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