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Human-in-the-Loop Bayesian Optimization for Artificial Intelligence-Guided Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. To address large-scale problems such as ocean cleanup and reforestation, engineers need to develop novel solutions that can effectively cover a wide area and adapt to a variety of situations. To design a complex ...
Constraining the Feasible Design Space in Bayesian Optimization With User Feedback
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper develops a method to integrate user knowledge into the optimization process by simultaneously modelling feasible design space and optimizing an objective function. In engineering, feasible design space is a ...
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