.TH "mlpack::optimization::AugLagrangianTestFunction" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::optimization::AugLagrangianTestFunction \- 
.PP
This function is taken from 'Practical Mathematical Optimization' (Snyman), section 5\&.3\&.8 ('Application of the Augmented Lagrangian Method')\&.  

.SH SYNOPSIS
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.PP
.SS "Public Member Functions"

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.RI "\fBAugLagrangianTestFunction\fP ()"
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.RI "\fBAugLagrangianTestFunction\fP (const arma::mat &initial_point)"
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.RI "double \fBEvaluate\fP (const arma::mat &coordinates)"
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.RI "double \fBEvaluateConstraint\fP (const size_t index, const arma::mat &coordinates)"
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.RI "const arma::mat & \fBGetInitialPoint\fP () const "
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.RI "void \fBGradient\fP (const arma::mat &coordinates, arma::mat &gradient)"
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.RI "void \fBGradientConstraint\fP (const size_t index, const arma::mat &coordinates, arma::mat &gradient)"
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.RI "size_t \fBNumConstraints\fP () const "
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.RI "std::string \fBToString\fP () const "
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.SS "Private Attributes"

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.RI "arma::mat \fBinitialPoint\fP"
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.SH "Detailed Description"
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This function is taken from 'Practical Mathematical Optimization' (Snyman), section 5\&.3\&.8 ('Application of the Augmented Lagrangian Method')\&. 

It has only one constraint\&.
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The minimum that satisfies the constraint is x = [1, 4], with an objective value of 70\&. 
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Definition at line 38 of file aug_lagrangian_test_functions\&.hpp\&.
.SH "Constructor & Destructor Documentation"
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.SS "mlpack::optimization::AugLagrangianTestFunction::AugLagrangianTestFunction ()"

.SS "mlpack::optimization::AugLagrangianTestFunction::AugLagrangianTestFunction (const arma::mat &initial_point)"

.SH "Member Function Documentation"
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.SS "double mlpack::optimization::AugLagrangianTestFunction::Evaluate (const arma::mat &coordinates)"

.SS "double mlpack::optimization::AugLagrangianTestFunction::EvaluateConstraint (const size_tindex, const arma::mat &coordinates)"

.SS "const arma::mat& mlpack::optimization::AugLagrangianTestFunction::GetInitialPoint () const\fC [inline]\fP"

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Definition at line 54 of file aug_lagrangian_test_functions\&.hpp\&.
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References initialPoint\&.
.SS "void mlpack::optimization::AugLagrangianTestFunction::Gradient (const arma::mat &coordinates, arma::mat &gradient)"

.SS "void mlpack::optimization::AugLagrangianTestFunction::GradientConstraint (const size_tindex, const arma::mat &coordinates, arma::mat &gradient)"

.SS "size_t mlpack::optimization::AugLagrangianTestFunction::NumConstraints () const\fC [inline]\fP"

.PP
Definition at line 47 of file aug_lagrangian_test_functions\&.hpp\&.
.SS "std::string mlpack::optimization::AugLagrangianTestFunction::ToString () const"

.SH "Member Data Documentation"
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.SS "arma::mat mlpack::optimization::AugLagrangianTestFunction::initialPoint\fC [private]\fP"

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Definition at line 60 of file aug_lagrangian_test_functions\&.hpp\&.
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Referenced by GetInitialPoint()\&.

.SH "Author"
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Generated automatically by Doxygen for MLPACK from the source code\&.