Cost-Aware Active Learning for Feasible Region Identification
Ioana Nikova, Tom Dhaene, Ivo Couckuyt · 2023
Design space exploration for engineering design involves identifying feasible designs that satisfy design specifications, often represented by feasibility constraints. To determine whether a design is feasible, an expensive simulation is required. Therefore, it is crucial to find and model the feasible region with as few simulations as possible.