base class for abstract multi-objective optimizers for arbitrary search spaces. More...
#include <shark/Algorithms/AbstractMultiObjectiveOptimizer.h>
Public Types | |
typedef super::SearchPointType | SearchPointType |
typedef super::SolutionType | SolutionType |
typedef super::ObjectiveFunctionType | ObjectiveFunctionType |
Public Types inherited from shark::AbstractOptimizer< PointTypeT, RealVector, std::vector< ResultSet< PointTypeT, RealVector > > > | |
enum | Feature |
Models features that the optimizer requires from the objective function. More... | |
typedef PointTypeT | SearchPointType |
typedef RealVector | ResultType |
typedef std::vector< ResultSet< PointTypeT, RealVector > > | SolutionType |
typedef AbstractObjectiveFunction< PointTypeT, ResultType > | ObjectiveFunctionType |
typedef TypedFlags< Feature > | Features |
typedef TypedFeatureNotAvailableException< Feature > | FeatureNotAvailableException |
Public Member Functions | |
SolutionType const & | solution () const |
Accesses the current approximation of the Pareto-set and -front, respectively. More... | |
Public Member Functions inherited from shark::AbstractOptimizer< PointTypeT, RealVector, std::vector< ResultSet< PointTypeT, RealVector > > > | |
const Features & | features () const |
virtual void | updateFeatures () |
bool | requiresValue () const |
bool | requiresFirstDerivative () const |
bool | requiresSecondDerivative () const |
bool | canSolveConstrained () const |
bool | requiresClosestFeasible () const |
virtual | ~AbstractOptimizer () |
virtual std::size_t | numInitPoints () const=0 |
Returns the number of points this method requires for initialisation. More... | |
virtual void | init (ObjectiveFunctionType const &function) |
Initialize the optimizer for the supplied objective function. More... | |
virtual void | init (ObjectiveFunctionType const &function, std::vector< SearchPointType > const &initPoints)=0 |
Initialize the optimizer for the supplied objective function using a set of initialisation points. More... | |
virtual void | step (ObjectiveFunctionType const &function)=0 |
Carry out one step of the optimizer for the supplied objective function. More... | |
Public Member Functions inherited from shark::INameable | |
virtual | ~INameable () |
virtual std::string | name () const |
returns the name of the object More... | |
Public Member Functions inherited from shark::ISerializable | |
virtual | ~ISerializable () |
Virtual d'tor. More... | |
virtual void | read (InArchive &archive) |
Read the component from the supplied archive. More... | |
virtual void | write (OutArchive &archive) const |
Write the component to the supplied archive. More... | |
void | load (InArchive &archive, unsigned int version) |
Versioned loading of components, calls read(...). More... | |
void | save (OutArchive &archive, unsigned int version) const |
Versioned storing of components, calls write(...). More... | |
BOOST_SERIALIZATION_SPLIT_MEMBER () | |
Protected Attributes | |
SolutionType | m_best |
The current Pareto-set/-front. More... | |
Protected Attributes inherited from shark::AbstractOptimizer< PointTypeT, RealVector, std::vector< ResultSet< PointTypeT, RealVector > > > | |
Features | m_features |
Additional Inherited Members | |
Protected Member Functions inherited from shark::AbstractOptimizer< PointTypeT, RealVector, std::vector< ResultSet< PointTypeT, RealVector > > > | |
void | checkFeatures (ObjectiveFunctionType const &objectiveFunction) |
Convenience function that checks whether the features of the supplied objective function match with the required features of the optimizer. More... | |
base class for abstract multi-objective optimizers for arbitrary search spaces.
Models an abstract multi-objective optimizer for arbitrary search spaces. The objective space is assumed to be \( \mathbb{R}^m\).
PointType | The type of the points that make up the searchspace. |
Definition at line 47 of file AbstractMultiObjectiveOptimizer.h.
typedef super::ObjectiveFunctionType shark::AbstractMultiObjectiveOptimizer< PointTypeT >::ObjectiveFunctionType |
Definition at line 62 of file AbstractMultiObjectiveOptimizer.h.
typedef super::SearchPointType shark::AbstractMultiObjectiveOptimizer< PointTypeT >::SearchPointType |
Definition at line 60 of file AbstractMultiObjectiveOptimizer.h.
typedef super::SolutionType shark::AbstractMultiObjectiveOptimizer< PointTypeT >::SolutionType |
Definition at line 61 of file AbstractMultiObjectiveOptimizer.h.
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inlinevirtual |
Accesses the current approximation of the Pareto-set and -front, respectively.
Implements shark::AbstractOptimizer< PointTypeT, RealVector, std::vector< ResultSet< PointTypeT, RealVector > > >.
Definition at line 66 of file AbstractMultiObjectiveOptimizer.h.
Referenced by main().
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protected |
The current Pareto-set/-front.
Definition at line 71 of file AbstractMultiObjectiveOptimizer.h.
Referenced by shark::AbstractMultiObjectiveOptimizer< RealVector >::solution().