In this paper, a Bayesian target-vector optimization scheme, specialized for parameter reconstruction problems with hundreds of observations is presented. The performance is compared to established methods for an optical metrology problem and two least-square problems.
M. Plock, et al. Bayesian Target-Vector Optimization for Efficient ParameterReconstruction. Advanced Theory and Simulations, 5, 2200112 (2022).