152 citations · 308 across the 30 of their papers we have counts for
4 papers · 1 filter
A Two-step Heuristic for the Periodic Demand Estimation Problem
Greta Laage, Emma Frejinger, Gilles Savard
Freight carriers rely on tactical plans to satisfy demand in a cost-effective way. For computational tractability in real large-scale settings, such plans are typically computed by…
Periodic Freight Demand Estimation for Large-scale Tactical Planning
Greta Laage, Emma Frejinger, Gilles Savard
Freight carriers rely on tactical planning to design their service network to satisfy demand in a cost-effective way. For computational tractability, deterministic and cyclic Servi…
Reinforcement Learning for Freight Booking Control Problems
Justin Dumouchelle, Emma Frejinger, Andrea Lodi
Booking control problems are sequential decision-making problems that occur in the domain of revenue management. More precisely, freight booking control focuses on the problem of d…
Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue?
Greta Laage, Emma Frejinger, Andrea Lodi +1
Airlines and other industries have been making use of sophisticated Revenue Management Systems to maximize revenue for decades. While improving the different components of these sy…