FuRBO redefines trust regions using surrogate-ranked 'inspector' points and outperforms SCBO and other baselines on constrained BBOB and physics-inspired benchmarks, especially when feasible regions are rare.
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Feasibility-Driven Trust Region Bayesian Optimization
FuRBO redefines trust regions using surrogate-ranked 'inspector' points and outperforms SCBO and other baselines on constrained BBOB and physics-inspired benchmarks, especially when feasible regions are rare.