The uniform experimental design is one kind of space filling designs that can be used for
computer experiments and also for industrial experiments when the underlying model is …

Orthogonal arrays have played a vital role in improving the quality of products manufactured
throughout the world. This first book on the subject since its introduction more than fifty years …

Computer simulations based on mathematical models have become ubiquitous across the
engineering disciplines and throughout the physical sciences. Successful use of a …

Supersaturated designs are fractional factorial designs in which the run size (n) is too small
to estimate all the main effects. Under the effect sparsity assumption, the use of …

A novel combinatorial criterion, called minimum moment aberration, is proposed for
assessing the goodness of nonregular designs and supersaturated designs. The new …

A lower bound for the Es2 value of an arbitrary supersaturated design is derived. A general
method for constructing supersaturated designs is proposed and shown to produce designs …

Factorial designs are widely used in many scientific and industrial investigations. The
objective of this book is to provide a rigorous, systematic, and up-to-date treatment of the …

The dramatic growth of big datasets presents a new challenge to data storage and analysis.
Data reduction, or subsampling, that extracts useful information from datasets is a crucial …

A supersaturated design is a design whose run size is not enough for estimating all the main
effects. It is commonly used in screening experiments, where the goals are to identify sparse …

Abstract Space-filling designs are widely used in both computer and physical experiments.
Column-orthogonality, maximin distance, and projection uniformity are three basic and …