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updated docs
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<item>find_max_single_variable</item>
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<item>find_max_using_approximate_derivatives</item>
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<item>find_max_bobyqa</item>
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<item>find_max_trust_region</item>
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<item>find_min_trust_region</item>
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</section>
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<section>
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@ -54,6 +56,7 @@
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<item>poly_min_extrap</item>
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<item>lagrange_poly_min_extrap</item>
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<item>line_search</item>
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<item>solve_trust_region_subproblem</item>
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</section>
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</top>
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<!-- ************************************************************************* -->
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<component>
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<name>solve_trust_region_subproblem</name>
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_trust_region_abstract.h</spec_file>
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<description>
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This function solves the following optimization problem:
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<pre>
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Minimize: f(p) == 0.5*trans(p)*B*p + trans(g)*p
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subject to the following constraint:
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length(p) <= radius
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</pre>
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>solve_qp_using_smo</name>
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<file>dlib/optimization.h</file>
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@ -446,6 +467,32 @@
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>find_min_trust_region</name>
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_trust_region_abstract.h</spec_file>
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<description>
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Performs an unconstrained minimization of a nonlinear function using
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a trust region method.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>find_max_trust_region</name>
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<file>dlib/optimization.h</file>
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<spec_file link="true">dlib/optimization/optimization_trust_region_abstract.h</spec_file>
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<description>
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Performs an unconstrained maximization of a nonlinear function using
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a trust region method.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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@ -39,6 +39,9 @@
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<term file="optimization.html" name="lagrange_poly_min_extrap"/>
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<term file="optimization.html" name="line_search"/>
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<term file="optimization.html" name="find_min"/>
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<term file="optimization.html" name="find_min_trust_region"/>
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<term file="optimization.html" name="find_max_trust_region"/>
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<term file="optimization.html" name="solve_trust_region_subproblem"/>
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<term file="optimization.html" name="find_min_single_variable"/>
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<term file="optimization.html" name="find_min_using_approximate_derivatives"/>
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<term file="optimization.html" name="find_min_bobyqa"/>
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