Essays about: "Alexandre Scotto Di Perrotolo"

Found 1 essay containing the words Alexandre Scotto Di Perrotolo.

1. 1. A Theoretical Framework for Bayesian Optimization Convergence

   University essay from KTH/Optimeringslära och systemteori

   Author : Alexandre Scotto Di Perrotolo; [2018]
   Keywords : ;

   Abstract : Bayesian optimization is a well known class of derivative-free optimization algorithms mainly used for expensive black-box objective functions. Despite their efficiency, they suffer from a lack of rigorous convergence criterion which makes them more prone to be used as modeling tools rather than optimizing tools. READ MORE