| InterleavedMinimaxD {LatticeDesign} | R Documentation |
Interleaved lattice-based minimax distance designs
Description
Generates an interleaved lattice-based minimax distance design.
Usage
InterleavedMinimaxD(p,n,maxdissimilarity=2*p);
Arguments
p |
Number of dimensions, must be an integer between 2 and 8. |
n |
Targeted number of points, must be an integer greater than one. |
maxdissimilarity |
Optional, the maximum dissimilarity allowed for the number of levels. |
Details
These functions generate an interleaved lattice-based minimax distance design in p dimensions and at most n points, following the algorithm provided in the paper "Interleaved lattice-based minimax distance designs".
Value
The value returned from the function is a list containing the following components:
Design |
The generated design. |
TargetFillDistance |
The target fill distance, an estimate of the fill distance. |
ActualSize |
The actual number of points of the generated design. |
s_vector |
The numbers of distinct levels of the generated design. |
L01 |
The base design. |
References
He, Xu (2017). "Interleaved lattice-based minimax distance designs", Biometrika, 104(3): 713-725.
Examples
InterleavedMinimaxD(p=2,n=20);