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src
mlpack
core
optimizers
lrsdp
lrsdp.hpp
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#ifndef __MLPACK_CORE_OPTIMIZERS_LRSDP_LRSDP_HPP
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#define __MLPACK_CORE_OPTIMIZERS_LRSDP_LRSDP_HPP
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#include <
mlpack/core.hpp
>
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#include <
mlpack/core/optimizers/aug_lagrangian/aug_lagrangian.hpp
>
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#include "
lrsdp_function.hpp
"
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namespace
mlpack {
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namespace
optimization {
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class
LRSDP
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{
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public
:
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LRSDP
(
const
size_t
numConstraints,
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const
arma::mat& initialPoint);
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LRSDP
(
const
size_t
numConstraints,
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const
arma::mat& initialPoint,
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AugLagrangian<LRSDPFunction>
& augLagrangian);
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double
Optimize
(arma::mat& coordinates);
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const
arma::mat&
C
()
const
{
return
function
.C(); }
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arma::mat&
C
() {
return
function
.C(); }
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const
std::vector<arma::mat>&
A
()
const
{
return
function
.A(); }
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std::vector<arma::mat>&
A
() {
return
function
.A(); }
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const
arma::uvec&
AModes
()
const
{
return
function
.AModes(); }
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arma::uvec&
AModes
() {
return
function
.AModes(); }
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const
arma::vec&
B
()
const
{
return
function
.B(); }
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arma::vec&
B
() {
return
function
.B(); }
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const
LRSDPFunction
&
Function
()
const
{
return
function
; }
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LRSDPFunction
&
Function
() {
return
function
; }
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const
AugLagrangian<LRSDPFunction>
&
AugLag
()
const
{
return
augLag
; }
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AugLagrangian<LRSDPFunction>
&
AugLag
() {
return
augLag
; }
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std::string
ToString
()
const
;
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private
:
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LRSDPFunction
function
;
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AugLagrangian<LRSDPFunction>
augLag
;
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};
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};
// namespace optimization
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};
// namespace mlpack
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#endif
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