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Latin Hypercube Samples (lhs)
1.0
R, C++, and Rcpp code to generate Latin hypercube samples
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#include "oaLHS.h"Typedefs | |
| using | oalhslib::msize_type = bclib::matrix< int >::size_type |
| using | oalhslib::columnit = bclib::matrix< int >::columnwise_iterator |
| using | oalhslib::viterator = std::vector< int >::iterator |
| using | oalhslib::vconstiterator = std::vector< int >::const_iterator |
| using | oalhslib::vsize_type = std::vector< int >::size_type |
Functions | |
| void | oalhslib::oaLHS (int n, int k, const bclib::matrix< int > &oa, bclib::matrix< int > &intlhs, bclib::matrix< double > &lhs, bool bVerbose, bclib::CRandom< double > &oRandom) |
| void | oalhslib::printOAandUnique (const bclib::matrix< int > &oa, const std::vector< std::vector< int > > &uniqueLevelsVector) |
| void | oalhslib::oaLHS (int n, int k, const bclib::matrix< int > &oa, bclib::matrix< int > &intlhs, bool bVerbose) |
| void | oalhslib::replaceOAValues (const bclib::matrix< int > &oa, const std::vector< std::vector< int > > &uniqueLevelsVector, bclib::matrix< int > &intlhs, bclib::CRandom< double > &oRandom, bool isRandom) |
| void | oalhslib::generateOALHS (int n, int k, bclib::matrix< double > &oalhs, bool bChooseLargerDesign, bool bVerbose, bclib::CRandom< double > &oRandom) |
License: GNU Lesser General Public License (LGPL v3) This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public License along with this program. If not, see http://www.gnu.org/licenses/.
| using oalhslib::columnit = typedef bclib::matrix<int>::columnwise_iterator |
matrix column iterator
| using oalhslib::msize_type = typedef bclib::matrix<int>::size_type |
matrix size type
| using oalhslib::vconstiterator = typedef std::vector<int>::const_iterator |
vector const iterator
| using oalhslib::viterator = typedef std::vector<int>::iterator |
vector iterator
| using oalhslib::vsize_type = typedef std::vector<int>::size_type |
vector size type
| void oalhslib::generateOALHS | ( | int | n, |
| int | k, | ||
| bclib::matrix< double > & | oalhs, | ||
| bool | bChooseLargerDesign, | ||
| bool | bVerbose, | ||
| bclib::CRandom< double > & | oRandom | ||
| ) |
generate an orthogonal array Latin hypercube
| n | the number of rows or samples |
| k | the number of columns or parameters |
| oalhs | the generated Latin hypercube sample |
| bChooseLargerDesign | choose a larger design if the orthogonal array is not sufficient |
| bVerbose | should messages be printed |
| oRandom | a random generator |
| void oalhslib::oaLHS | ( | int | n, |
| int | k, | ||
| const bclib::matrix< int > & | oa, | ||
| bclib::matrix< int > & | intlhs, | ||
| bclib::matrix< double > & | lhs, | ||
| bool | bVerbose, | ||
| bclib::CRandom< double > & | oRandom | ||
| ) |
create an orthogonal array latin hypercube from an orthogonal array
| n | the number of rows or samples |
| k | the number of columns or parameters |
| oa | an orthogonal array |
| intlhs | an integer based Latin hypercube sample |
| lhs | a Latin hypercube sample |
| bVerbose | will messages be printed |
| oRandom | a random generator |
| void oalhslib::oaLHS | ( | int | n, |
| int | k, | ||
| const bclib::matrix< int > & | oa, | ||
| bclib::matrix< int > & | intlhs, | ||
| bool | bVerbose | ||
| ) |
create a deterministic orthogonal array latin hypercube from an orthogonal array
| n | the number of rows or samples |
| k | the number of columns or parameters |
| oa | an orthogonal array |
| intlhs | an integer based Latin hypercube sample |
| bVerbose | will messages be printed |
| void oalhslib::printOAandUnique | ( | const bclib::matrix< int > & | oa, |
| const std::vector< std::vector< int > > & | uniqueLevelsVector | ||
| ) |
print an orthogonal array and the unique levels
| oa | an orthogonal array |
| uniqueLevelsVector |
| void oalhslib::replaceOAValues | ( | const bclib::matrix< int > & | oa, |
| const std::vector< std::vector< int > > & | uniqueLevelsVector, | ||
| bclib::matrix< int > & | intlhs, | ||
| bclib::CRandom< double > & | oRandom, | ||
| bool | isRandom | ||
| ) |
replace orthogonal array values
| oa | an orthogonal array |
| uniqueLevelsVector | |
| intlhs | an integer based Latin hypercube sample |
| oRandom | a random number generator |
| isRandom | is the result randomized |