oaLHS.cpp File Reference

#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)

Detailed Description

Author

Robert Carnell

Copyright

Copyright (c) 2019, Robert Carnell

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/.

Typedef Documentation

columnit

using oalhslib::columnit = typedef bclib::matrix<int>::columnwise_iterator

matrix column iterator

msize_type

using oalhslib::msize_type = typedef bclib::matrix<int>::size_type

matrix size type

vconstiterator

using oalhslib::vconstiterator = typedef std::vector<int>::const_iterator

vector const iterator

viterator

using oalhslib::viterator = typedef std::vector<int>::iterator

vector iterator

vsize_type

using oalhslib::vsize_type = typedef std::vector<int>::size_type

vector size type

Function Documentation

generateOALHS()

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

Parameters

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

oaLHS() [1/2]

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

Parameters

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

oaLHS() [2/2]

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

Parameters

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

printOAandUnique()

void oalhslib::printOAandUnique	(	const bclib::matrix< int > &	oa,
		const std::vector< std::vector< int > > &	uniqueLevelsVector
	)

print an orthogonal array and the unique levels

Parameters

oa	an orthogonal array
uniqueLevelsVector

replaceOAValues()

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

Parameters

oa	an orthogonal array
uniqueLevelsVector
intlhs	an integer based Latin hypercube sample
oRandom	a random number generator
isRandom	is the result randomized