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updated the docs
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_abstract.h</spec_file>
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<description>
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Performs an unconstrained minimization of the function f() using the
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Performs an unconstrained minimization of the potentially nonlinear function f() using the
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BFGS quasi newton method.
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</description>
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_abstract.h</spec_file>
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<description>
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Performs an unconstrained minimization of the function f() using a
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Performs an unconstrained minimization of the potentially nonlinear function f() using a
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conjugate gradient method.
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</description>
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@ -354,7 +354,7 @@
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_abstract.h</spec_file>
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<description>
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Performs an unconstrained minimization of the function f() using the
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Performs an unconstrained minimization of the potentially nonlinear function f() using the
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BFGS quasi newton method. This version doesn't take a gradient function of f()
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but instead numerically approximates the gradient.
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</description>
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_abstract.h</spec_file>
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<description>
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Performs an unconstrained minimization of the function f() using a
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Performs an unconstrained minimization of the potentially nonlinear function f() using a
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conjugate gradient method. This version doesn't take a gradient function of f()
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but instead numerically approximates the gradient.
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</description>
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@ -106,7 +106,7 @@
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<a href="dlib/matrix/matrix_utilities_abstract.h.html#svd">singular value decomposition</a>,
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<a href="dlib/matrix/matrix_utilities_abstract.h.html#trans">transpose</a>,
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<a href="dlib/matrix/matrix_math_functions_abstract.h.html#sin">trig functions</a>, etc...</li>
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<li>Unconstrained optimization algorithms such as
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<li>Unconstrained non-linear optimization algorithms such as
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<a href="algorithms.html#find_min_conjugate_gradient">conjugate gradient</a> and <a href="algorithms.html#find_min_quasi_newton">quasi newton</a> techniques</li>
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<li>A <a href="algorithms.html#bigint">big integer</a> object</li>
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<li>A <a href="algorithms.html#rand">random number</a> object</li>
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