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

Browse the collection
G-2025-38 Optimizing ultra-fast delivery networks and service guarantees under uncertainty
, , , and

Ultra-fast delivery revolutionizes food and grocery services, with several companies advertising delivery times under 15 to 30 minutes. Motivated by the mult...

G-2025-37 Planning and learning in average risk-aware MDPs
and

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
, , and

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
, , , , and

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
, , , and

Hydropower generation plays a crucial role in the global energy landscape, offering a renewable and sustainable source of electricity. Accurate forecasting o...

Recent Scientific Publications

See all publications

article

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

book

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

book chapter

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

article

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

proceedings

Efficient Probabilistic Assessment of Power System Resilience Using the Polynomial Chaos Expansion Method with Enhanced Stability
and