pRC::Optimizer::LBFGSB< LS, M > Class Template Reference

#include <lbfgsb.hpp>

Public Member Functions
constexpr	LBFGSB (LS const &lineSearch, Size const maxIterations=defaultMaxIterations())
constexpr	LBFGSB (Size const maxIterations=defaultMaxIterations())
constexpr auto &	lineSearch () const
constexpr auto	maxIterations () const
template<class XX , class RX = RemoveReference<XX>, class TX = typename RX::Type, class VX = typename TX::Value, If< IsTensorish< RX > > = 0, class RXE = RemoveConstReference<ResultOf<Eval, XX>>, class FF , If< IsInvocable< FF, RXE const &, RXE & > > = 0, If< IsFloat< ResultOf< FF, RXE const &, RXE & > > > = 0, class FC , If< IsInvocable< FC, RXE > > = 0, class XL = decltype(unit<RX>(NumericLimits<VX>::lowest())), class RL = RemoveReference<XL>, class TL = typename RL::Type, class VL = typename TL::Value, If< IsTensorish< RL > > = 0, class XU = decltype(unit<RX>(NumericLimits<VX>::max())), class RU = RemoveReference<XU>, class TU = typename RU::Type, class VU = typename TU::Value, If< IsTensorish< RU > > = 0, class VT = Common<VX, VL, VU>, If< All< IsFloat< VX >, IsFloat< VT > > > = 0, If< IsSame< typename RX::Dimension, typename RL::Dimension, typename RU::Dimension > > = 0, If< IsSame< typename RX::Sizes, typename RL::Sizes, typename RU::Sizes > > = 0, If< IsInvocable< LS, RXE &, ResultOf< FF, RXE const &, RXE & > &, RXE &, VX &, FF, RXE(RXE const &), RXE const &, VX, VX, VX > > = 0>
constexpr auto	operator() (XX &&x0, FF &&function, FC &&callback, VT const &tolerance=NumericLimits< VT >::tolerance(), XL &&lowerBound=unit< RL >(NumericLimits< VL >::lowest()), XU &&upperBound=unit< RU >(NumericLimits< VU >::max())) const

Constructor & Destructor Documentation

LBFGSB() [1/2]

template<class LS = LineSearch::MoreThuente, Size M = 5>

constexpr pRC::Optimizer::LBFGSB< LS, M >::LBFGSB ( LS const &  lineSearch, Size const  maxIterations = defaultMaxIterations()  )

inlineconstexpr

LBFGSB() [2/2]

template<class LS = LineSearch::MoreThuente, Size M = 5>

constexpr pRC::Optimizer::LBFGSB< LS, M >::LBFGSB ( Size const  maxIterations = defaultMaxIterations() )

inlineconstexpr

Member Function Documentation

lineSearch()

template<class LS = LineSearch::MoreThuente, Size M = 5>

constexpr auto & pRC::Optimizer::LBFGSB< LS, M >::lineSearch ( ) const

inlineconstexpr

maxIterations()

template<class LS = LineSearch::MoreThuente, Size M = 5>

constexpr auto pRC::Optimizer::LBFGSB< LS, M >::maxIterations ( ) const

inlineconstexpr

operator()()

template<class LS = LineSearch::MoreThuente, Size M = 5>

template<class XX , class RX = RemoveReference<XX>, class TX = typename RX::Type, class VX = typename TX::Value, If< IsTensorish< RX > > = 0, class RXE = RemoveConstReference<ResultOf<Eval, XX>>, class FF , If< IsInvocable< FF, RXE const &, RXE & > > = 0, If< IsFloat< ResultOf< FF, RXE const &, RXE & > > > = 0, class FC , If< IsInvocable< FC, RXE > > = 0, class XL = decltype(unit<RX>(NumericLimits<VX>::lowest())), class RL = RemoveReference<XL>, class TL = typename RL::Type, class VL = typename TL::Value, If< IsTensorish< RL > > = 0, class XU = decltype(unit<RX>(NumericLimits<VX>::max())), class RU = RemoveReference<XU>, class TU = typename RU::Type, class VU = typename TU::Value, If< IsTensorish< RU > > = 0, class VT = Common<VX, VL, VU>, If< All< IsFloat< VX >, IsFloat< VT > > > = 0, If< IsSame< typename RX::Dimension, typename RL::Dimension, typename RU::Dimension > > = 0, If< IsSame< typename RX::Sizes, typename RL::Sizes, typename RU::Sizes > > = 0, If< IsInvocable< LS, RXE &, ResultOf< FF, RXE const &, RXE & > &, RXE &, VX &, FF, RXE(RXE const &), RXE const &, VX, VX, VX > > = 0>

constexpr auto pRC::Optimizer::LBFGSB< LS, M >::operator() ( XX &&  x0, FF &&  function, FC &&  callback, VT const &  tolerance = NumericLimits<VT>::tolerance(), XL &&  lowerBound = unit<RL>(NumericLimits<VL>::lowest()), XU &&  upperBound = unit<RU>(NumericLimits<VU>::max())  ) const

inlineconstexpr

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The documentation for this class was generated from the following file:

• prc/algorithms/optimizer/lbfgsb.hpp