dart::optimizer::PagmoMultiObjectiveSolver Class Reference

#include <PagmoMultiObjectiveSolver.hpp>

Inheritance diagram for dart::optimizer::PagmoMultiObjectiveSolver:

Classes
struct	Properties
struct	UniqueProperties

Public Types
enum class	Algorithm { Global_MOEAD , Global_NSGA2 }
	Reference: https://esa.github.io/pagmo2/docs/algorithm_list.html. More...

Public Member Functions
	PagmoMultiObjectiveSolver (const Properties &properties=Properties())
	Default Constructor.
	PagmoMultiObjectiveSolver (std::shared_ptr< MultiObjectiveProblem > problem)
	Alternative Constructor.
	~PagmoMultiObjectiveSolver () override
	Destructor.
bool	solve (std::size_t numEvolutions=1u) override
	Solve optimization problem.
std::string	getType () const override
	Returns the type (implementation) of this Solver.
std::shared_ptr< MultiObjectiveSolver >	clone () const override
	Creates an identical clone of this Solver.
void	setProperties (const Properties &properties)
	Sets the Properties of this PagmoMultiObjectiveSolver.
void	setProperties (const UniqueProperties &properties)
	Sets the Properties of this PagmoMultiObjectiveSolver.
Properties	getGradientDescentProperties () const
	Returns the Properties of this GradientDescentSolver.
void	copy (const PagmoMultiObjectiveSolver &other)
	Copies the Properties of another PagmoMultiObjectiveSolver.
PagmoMultiObjectiveSolver &	operator= (const PagmoMultiObjectiveSolver &other)
	Copies the Properties of another PagmoMultiObjectiveSolver.
void	setAlgorithm (Algorithm alg)
	Sets the algorithm that is to be used by the solver.
Algorithm	getAlgorithm () const
	Returns the algorithm that is to be used by the pagmo solver.
void	setProperties (const Properties &properties)
	Set the generic Properties of this Solver.
const Properties &	getSolverProperties () const
	Get the generic Properties of this Solver.
virtual void	setProblem (std::shared_ptr< MultiObjectiveProblem > problem)
std::shared_ptr< MultiObjectiveProblem >	getProblem () const
	Get nonlinear optimization problem.
void	setNumIterationsPerEvolution (std::size_t maxIterations)
	Sets the number of iterations per evolution.
std::size_t	getNumIterationsPerEvolution () const
	Returns the number of iterations per evolution.
Population
void	setPopulationSize (std::size_t size)
	Sets the number of decision vectors in one population.
std::size_t	getPopulationSize () const
	Return sthe number of decision vectors in one population.
void	setNumPopulations (std::size_t size)
	Sets the number of populations.
std::size_t	getNumPopulations () const
	Returns the number of populations.
const Population &	getPopulation (std::size_t index) const
	Returns a population at index.
const std::vector< Population > &	getPopulations () const
	Returns all the populations.

Protected Attributes
UniqueProperties	mPagmoMultiObjectiveSolverP
	PagmoMultiObjectiveSolver properties.
std::uniform_real_distribution< double >	mDistribution
	Distribution.
Properties	mProperties
	Properties.
std::vector< Population >	mPopulations
	Populations.

Member Enumeration Documentation

Algorithm

enum class dart::optimizer::PagmoMultiObjectiveSolver::Algorithm

strong

Reference: https://esa.github.io/pagmo2/docs/algorithm_list.html.

Enumerator
Global_MOEAD
Global_NSGA2

Constructor & Destructor Documentation

PagmoMultiObjectiveSolver() [1/2]

dart::optimizer::PagmoMultiObjectiveSolver::PagmoMultiObjectiveSolver ( const Properties &  properties = Properties() )

explicit

Default Constructor.

PagmoMultiObjectiveSolver() [2/2]

dart::optimizer::PagmoMultiObjectiveSolver::PagmoMultiObjectiveSolver ( std::shared_ptr< MultiObjectiveProblem >  problem )

explicit

Alternative Constructor.

~PagmoMultiObjectiveSolver()

dart::optimizer::PagmoMultiObjectiveSolver::~PagmoMultiObjectiveSolver ( )

override

Destructor.

Member Function Documentation

clone()

std::shared_ptr< MultiObjectiveSolver > dart::optimizer::PagmoMultiObjectiveSolver::clone ( ) const

overridevirtual

Creates an identical clone of this Solver.

Implements dart::optimizer::MultiObjectiveSolver.

copy()

void dart::optimizer::PagmoMultiObjectiveSolver::copy

(

const PagmoMultiObjectiveSolver &

other

)

Copies the Properties of another PagmoMultiObjectiveSolver.

getAlgorithm()

PagmoMultiObjectiveSolver::Algorithm dart::optimizer::PagmoMultiObjectiveSolver::getAlgorithm

(

)

const

Returns the algorithm that is to be used by the pagmo solver.

getGradientDescentProperties()

PagmoMultiObjectiveSolver::Properties dart::optimizer::PagmoMultiObjectiveSolver::getGradientDescentProperties

(

)

const

Returns the Properties of this GradientDescentSolver.

getNumIterationsPerEvolution()

std::size_t dart::optimizer::MultiObjectiveSolver::getNumIterationsPerEvolution ( ) const

inherited

Returns the number of iterations per evolution.

getNumPopulations()

std::size_t dart::optimizer::MultiObjectiveSolver::getNumPopulations ( ) const

inherited

Returns the number of populations.

getPopulation()

const Population & dart::optimizer::MultiObjectiveSolver::getPopulation ( std::size_t  index ) const

inherited

Returns a population at index.

getPopulations()

const std::vector< Population > & dart::optimizer::MultiObjectiveSolver::getPopulations ( ) const

inherited

Returns all the populations.

getPopulationSize()

std::size_t dart::optimizer::MultiObjectiveSolver::getPopulationSize ( ) const

inherited

Return sthe number of decision vectors in one population.

getProblem()

std::shared_ptr< MultiObjectiveProblem > dart::optimizer::MultiObjectiveSolver::getProblem ( ) const

inherited

Get nonlinear optimization problem.

getSolverProperties()

const MultiObjectiveSolver::Properties & dart::optimizer::MultiObjectiveSolver::getSolverProperties ( ) const

inherited

Get the generic Properties of this Solver.

getType()

std::string dart::optimizer::PagmoMultiObjectiveSolver::getType ( ) const

overridevirtual

Returns the type (implementation) of this Solver.

Implements dart::optimizer::MultiObjectiveSolver.

operator=()

PagmoMultiObjectiveSolver & dart::optimizer::PagmoMultiObjectiveSolver::operator=

(

const PagmoMultiObjectiveSolver &

other

)

Copies the Properties of another PagmoMultiObjectiveSolver.

setAlgorithm()

void dart::optimizer::PagmoMultiObjectiveSolver::setAlgorithm

(

Algorithm

alg

)

Sets the algorithm that is to be used by the solver.

setNumIterationsPerEvolution()

void dart::optimizer::MultiObjectiveSolver::setNumIterationsPerEvolution ( std::size_t  maxIterations )

inherited

Sets the number of iterations per evolution.

setNumPopulations()

void dart::optimizer::MultiObjectiveSolver::setNumPopulations ( std::size_t  size )

inherited

Sets the number of populations.

setPopulationSize()

void dart::optimizer::MultiObjectiveSolver::setPopulationSize ( std::size_t  size )

inherited

Sets the number of decision vectors in one population.

setProblem()

void dart::optimizer::MultiObjectiveSolver::setProblem ( std::shared_ptr< MultiObjectiveProblem >  problem )

virtualinherited

setProperties() [1/3]

void dart::optimizer::MultiObjectiveSolver::setProperties ( const Properties &  properties )

inherited

Set the generic Properties of this Solver.

setProperties() [2/3]

void dart::optimizer::PagmoMultiObjectiveSolver::setProperties

(

const Properties &

properties

)

Sets the Properties of this PagmoMultiObjectiveSolver.

setProperties() [3/3]

void dart::optimizer::PagmoMultiObjectiveSolver::setProperties

(

const UniqueProperties &

properties

)

Sets the Properties of this PagmoMultiObjectiveSolver.

solve()

bool dart::optimizer::PagmoMultiObjectiveSolver::solve ( std::size_t  numEvolutions = 1u )

overridevirtual

Solve optimization problem.

Implements dart::optimizer::MultiObjectiveSolver.

Member Data Documentation

mDistribution

std::uniform_real_distribution<double> dart::optimizer::PagmoMultiObjectiveSolver::mDistribution

protected

Distribution.

mPagmoMultiObjectiveSolverP

UniqueProperties dart::optimizer::PagmoMultiObjectiveSolver::mPagmoMultiObjectiveSolverP

protected

PagmoMultiObjectiveSolver properties.

mPopulations

std::vector<Population> dart::optimizer::MultiObjectiveSolver::mPopulations

protectedinherited

Populations.

mProperties

Properties dart::optimizer::MultiObjectiveSolver::mProperties

protectedinherited

Properties.