updated the docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%403191

docs/docs/index.xml

@@ -109,7 +109,9 @@
                      <a href="dlib/matrix/matrix_utilities_abstract.h.html#trans">transpose</a>, 
                      <a href="dlib/matrix/matrix_math_functions_abstract.h.html#sin">trig functions</a>, etc...</li>
                   <li>Unconstrained non-linear optimization algorithms such as 
-                     <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>
+                      <a href="algorithms.html#cg_search_strategy">conjugate gradient</a>, 
+                      <a href="algorithms.html#bfgs_search_strategy">BFGS</a>, and
+                      <a href="algorithms.html#lbfgs_search_strategy">L-BFGS</a> techniques</li>
                   <li>A <a href="algorithms.html#bigint">big integer</a> object</li>
                   <li>A <a href="algorithms.html#rand">random number</a> object</li>
                </ul>

docs/docs/term_index.xml

@@ -33,10 +33,15 @@
          <term file="algorithms.html" name="make_line_search_function"/>
          <term file="algorithms.html" name="poly_min_extrap"/>
          <term file="algorithms.html" name="line_search"/>
-         <term file="algorithms.html" name="find_min_quasi_newton"/>
-         <term file="algorithms.html" name="find_min_conjugate_gradient"/>
-         <term file="algorithms.html" name="find_min_quasi_newton2"/>
-         <term file="algorithms.html" name="find_min_conjugate_gradient2"/>
+         <term file="algorithms.html" name="find_min"/>
+         <term file="algorithms.html" name="find_min_using_approximate_derivatives"/>
+         <term file="algorithms.html" name="find_max"/>
+         <term file="algorithms.html" name="find_max_using_approximate_derivatives"/>
+         <term file="algorithms.html" name="objective_delta_stop_strategy"/>
+         <term file="algorithms.html" name="negate_function"/>
+         <term file="algorithms.html" name="cg_search_strategy"/>
+         <term file="algorithms.html" name="bfgs_search_strategy"/>
+         <term file="algorithms.html" name="lbfgs_search_strategy"/>
 
          <term file="bayes.html" name="set_node_value"/>
          <term file="bayes.html" name="node_value"/>