wtLHDs_prime {CompExpDes}R Documentation

Weighted Criteria-Based Latin Hypercube Designs (LHDs) for Prime Numbers

Description

For prime number of factors, F (>2), this method will generate LHDs with levels, L ranges from F to F^2. Maxpro criterion measure, Phi_p measure also provided as a measure of space-filling and also as an orthogonality measure maximum absolute correlation (MAC) value also provided.

Usage

wtLHDs_prime(levels,factors,weights,iterations)

Arguments

levels

L,ranges from F to F^2

factors

A prime number, F (>2)

weights

Weight should be given to Maxpro, Phi_p and MAC such that sum is 1. Default it is 0.2, 0.4 and 0.4

iterations

Number of iterations. By default it is 300.

Value

This function will provide a series of weighted criteria-based LHDs along with space-filling and orthogonality measures for the generated LHDs.

Author(s)

Ashutosh Dalal, Cini Varghese, Rajender Parsad and Mohd Harun

References

McKay, M.D., Beckman, R.J. and Conover, W.J. (1979). Comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics, 21(2), 239-245.

Examples

library(CompExpDes)
wtLHDs_prime(9,3,c(0.6,0,0.4))

[Package CompExpDes version 1.0.7 Index]