VDP-GIBO, a local Bayesian optimization method with virtual data points for crashed evaluations, tunes 2 to 8 parameter controllers on a coupled tank system with tens of evaluations.
An overview of control performance assessment technology and industrial applications.Control Engineering Practice, 14(5):441–466, 2006
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Local Bayesian Optimization for Controller Tuning with Crash Constraints
VDP-GIBO, a local Bayesian optimization method with virtual data points for crashed evaluations, tunes 2 to 8 parameter controllers on a coupled tank system with tens of evaluations.