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 ...

Researchers have developed a new, data-driven machine-learning technique that speeds up software programs used to solve complex optimization problems that can have millions of potential solutions.

Industrial and Product Engineering (IPE): As Industrial and Product Engineering (IPE) is mainly concerned with the science of optimizing complex systems, the title "The Problem Solver" is a perfect ...