Uniform projection designs
Efficient designs are in high demand in practice for both computer and physical experiments.
Existing designs (such as maximin distance designs and uniform designs) may have bad …
Existing designs (such as maximin distance designs and uniform designs) may have bad …
OPTIMAL MAXIMIN L₁-DISTANCE LATIN HYPERCUBE DESIGNS BASED ON GOOD LATTICE POINT DESIGNS
Maximin distance Latin hypercube designs are commonly used for computer experiments,
but the construction of such designs is challenging. We construct a series of maximin Latin …
but the construction of such designs is challenging. We construct a series of maximin Latin …
A partial decomposition cutting method with CF-discrepancy for points selection in stochastic seismic analysis of structures
The probability density evolution method is renowned for its effectiveness in conducting
stochastic seismic response analyses of structures with uncertain parameters. Within this …
stochastic seismic response analyses of structures with uncertain parameters. Within this …
On design orthogonality, maximin distance, and projection uniformity for computer experiments
Abstract Space-filling designs are widely used in both computer and physical experiments.
Column-orthogonality, maximin distance, and projection uniformity are three basic and …
Column-orthogonality, maximin distance, and projection uniformity are three basic and …
A study of orthogonal array-based designs under a broad class of space-filling criteria
G Chen, B Tang - The Annals of Statistics, 2022 - projecteuclid.org
Space-filling designs based on orthogonal arrays are attractive for computer experiments for
they can be easily generated with desirable low-dimensional stratification properties …
they can be easily generated with desirable low-dimensional stratification properties …
A method of constructing maximin distance designs
An attractive type of space-filling design for computer experiments is the class of maximin
distance designs. Algorithmic search is commonly used for finding such designs, but this …
distance designs. Algorithmic search is commonly used for finding such designs, but this …
Column-orthogonal strong orthogonal arrays of strength two plus and three minus
Strong orthogonal arrays have better space-filling properties than ordinary orthogonal arrays
for computer experiments. We consider column-orthogonal strong orthogonal arrays of …
for computer experiments. We consider column-orthogonal strong orthogonal arrays of …
Construction of maximin distance Latin squares and related Latin hypercube designs
Maximin distance Latin hypercube designs are widely used in computer experiments, yet
their construction is challenging. Based on number theory and finite fields, we propose three …
their construction is challenging. Based on number theory and finite fields, we propose three …
[PDF][PDF] A construction method for maximin L1-distance latin hypercube designs
Maximin distance designs are a kind of space-filling design, and are widely used in
computer experiments. However, although much work has been done on constructing such …
computer experiments. However, although much work has been done on constructing such …
High-dimensional points selection strategy for PDEM-based stochastic dynamic analysis of structures
Abstract The Probability Density Evolution Method (PDEM) is effective for stochastic dynamic
analysis of structures. Within PDEM, the selection of representative point sets and the …
analysis of structures. Within PDEM, the selection of representative point sets and the …