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In computer experiments space-filling designs are having great impact. Most popularly used space-filling designs are Uniform designs (UDs), Latin hypercube designs (LHDs) etc. For further references one can see Mckay (1979) <doi:10.1080/00401706.1979.10489755> and Fang (1980) <https://cir.nii.ac.jp/crid/1570291225616774784>. In this package, we have provided algorithms for generate efficient LHDs and UDs. Here, generated LHDs are efficient as they possess lower value of Maxpro measure, Phi_p value and Maximum Absolute Correlation (MAC) value based on the weightage given to each criterion. On the other hand, the produced UDs are having good space-filling property as they always attain the lower bound of Discrete Discrepancy measure. Further, some useful functions added in this package for adding more value to this package.
| Version: | 1.0.5 |
| Published: | 2024-11-04 |
| DOI: | 10.32614/CRAN.package.CompExpDes |
| Author: | Ashutosh Dalal [aut, cre], Cini Varghese [aut, ctb], Rajender Parsad [aut, ctb], Mohd Harun [aut, ctb] |
| Maintainer: | Ashutosh Dalal <ashutosh.dalal97 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | CompExpDes results |
| Reference manual: | CompExpDes.pdf |
| Package source: | CompExpDes_1.0.5.tar.gz |
| Windows binaries: | r-devel: CompExpDes_1.0.5.zip, r-release: CompExpDes_1.0.5.zip, r-oldrel: CompExpDes_1.0.5.zip |
| macOS binaries: | r-release (arm64): CompExpDes_1.0.5.tgz, r-oldrel (arm64): CompExpDes_1.0.5.tgz, r-release (x86_64): CompExpDes_1.0.5.tgz, r-oldrel (x86_64): CompExpDes_1.0.5.tgz |
| Old sources: | CompExpDes archive |
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