Many real-world optimization problems contain unknown parameters that mu...
We study the problem of learning the preferences of drivers and planners...
In the last years predict-and-optimize approaches (Elmachtoub and Grigas...
The traditional Capacitated Vehicle Routing Problem (CVRP) minimizes the...
We investigate a learning decision support system for vehicle routing, w...
Numerous real-life decision-making processes involve solving a combinato...
Solving optimization problems is the key to decision making in many real...
There is an increased interest in solving complex constrained problems w...
Assessing risk for voluminous legal documents such as request for propos...