Strategies for Supersaturated Screening : Group Orthogonal and Constrained Va…
Despite the vast amount of literature on supersaturated designs (SSDs), there is a scant record of their use in practice. We contend this imbalance is due to conflicting recommendations regarding S…
Sequential Optimization in Locally Important Dimensions
Optimizing an expensive, black-box function f(⋅) is challenging when its input space is high-dimensional. Sequential design frameworks first model f(⋅) with a surrogate function and then optimi…
Construction, Properties, and Analysis of Group-Orthogonal Supersaturated Des…
In this article, we propose a new method for constructing supersaturated designs that is based on the Kronecker product of two carefully chosen matrices. The construction method leads to a partitio…
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