.TH "mlpack::optimization::test::RosenbrockFunction" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::optimization::test::RosenbrockFunction \- 
.PP
The Rosenbrock function, defined by f(x) = f1(x) + f2(x) f1(x) = 100 (x2 - x1^2)^2 f2(x) = (1 - x1)^2 x_0 = [-1\&.2, 1]\&.  

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

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.RI "\fBRosenbrockFunction\fP ()"
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.RI "double \fBEvaluate\fP (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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.SS "Private Attributes"

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.RI "arma::mat \fBinitialPoint\fP"
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.SH "Detailed Description"
.PP 
The Rosenbrock function, defined by f(x) = f1(x) + f2(x) f1(x) = 100 (x2 - x1^2)^2 f2(x) = (1 - x1)^2 x_0 = [-1\&.2, 1]\&. 

This should optimize to f(x) = 0, at x = [1, 1]\&.
.PP
'An automatic method for finding the greatest or least value of a function\&.' H\&.H\&. Rosenbrock\&. 1960\&. Comput\&. J\&. 3\&., 175-184\&. 
.PP
Definition at line 63 of file test_functions\&.hpp\&.
.SH "Constructor & Destructor Documentation"
.PP 
.SS "mlpack::optimization::test::RosenbrockFunction::RosenbrockFunction ()"

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

.SS "const arma::mat& mlpack::optimization::test::RosenbrockFunction::GetInitialPoint () const"

.SS "void mlpack::optimization::test::RosenbrockFunction::Gradient (const arma::mat &coordinates, arma::mat &gradient)"

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

.PP
Definition at line 74 of file test_functions\&.hpp\&.

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