Eric H Lee

Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design

Many problems in engineering design and simulation require balancing competing objectives under the presence of uncertainty. Sample-efficient multiobjective optimization methods focus on the objective function values in metric space and ignore the sampling behavior of the design configurations in pa…