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Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Available computational models for many engineering design applications are both expensive and and of a black-box nature. This renders traditional optimization techniques difficult to apply, including gradient-based ...