LAGO: A Local-Global Optimization Framework Combining Trust Region Methods and Bayesian Optimization

Eliott Van Dieren, Tommaso Vanzan, Fabio Nobile

We introduce LAGO, a LocAl-Global Optimization framework coupling Bayesian Optimization (BO) and gradient-based trust region local refinement through an adaptive competition mechan…