In the lower part of the figure, it can be seen that L2O leverages on a set of training problem instances from the target optimization problem class to gain knowledge. This knowledge can help identify ...

A line of engineering research seeks to develop computers that can tackle a class of challenges called combinatorial optimization problems. These are common in real-world applications such as ...

Optimization problems as a research area encompass the theoretical and algorithmic study of selecting the best solution from a feasible set according to one or more objective functions, under possibly ...