Error Analysis of Surrogate Models Constructed through Operations on Sub-models

Yiwen Chen, Gabriel Jarry-Bolduc, Warren Hare

Model-based methods are popular in derivative-free optimization (DFO). In most of them, a single model function is built to approximate the objective function. This is generally ba…