Moved all the optimization stuff into its own page.

--HG--
rename : docs/docs/algorithms.xml => docs/docs/optimization.xml
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%403478

docs/docs/books.xml

@@ -222,7 +222,7 @@
                </ul><br/>
             </li>
             <li> <i>Introduction to Derivative-Free Optimization</i>  by Conn, Scheinberg, and Vicente  
-            <ul>  If you want to understand algorithms like <a href="algorithms.html#find_min_bobyqa">BOBYQA</a>
+            <ul>  If you want to understand algorithms like <a href="optimization.html#find_min_bobyqa">BOBYQA</a>
             then this is a good recent book on the subject.  Note that a book like <i>Practical Methods of Optimization</i>
                  is almost certainly a prerequisite for reading this book.  As an aside, BOBYQA is not discussed in this book but 
                  its predecessor, NEWUOA is.  

docs/docs/index.xml

@@ -109,11 +109,11 @@
                      <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 using the  
-                      <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>
+                      <a href="optimization.html#cg_search_strategy">conjugate gradient</a>, 
+                      <a href="optimization.html#bfgs_search_strategy">BFGS</a>, and
+                      <a href="optimization.html#lbfgs_search_strategy">L-BFGS</a> techniques</li>
                   <li>Box-constrained derivative-free optimization via the 
-                      <a href="algorithms.html#find_min_bobyqa">BOBYQA</a> algorithm</li> 
+                      <a href="optimization.html#find_min_bobyqa">BOBYQA</a> algorithm</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/main_menu.xml

@@ -10,6 +10,11 @@
             <link>algorithms.html</link>
             <chm_sub>algorithms.xml</chm_sub>
          </item>
+         <item>
+            <name>Optimization</name>
+            <link>optimization.html</link>
+            <chm_sub>optimization.xml</chm_sub>
+         </item>
          <item>
             <name>Machine Learning</name>
             <link>ml.html</link>
@@ -31,7 +36,7 @@
             <chm_sub>api.xml</chm_sub>
          </item>
          <item>
-            <name>Network</name>
+            <name>Networking</name>
             <link>network.html</link>
             <chm_sub>network.xml</chm_sub>
          </item>

docs/docs/term_index.xml

@@ -32,27 +32,27 @@
          <term file="dlib/optimization/optimization_line_search_abstract.h.html" name="optimize_single_variable_failure"/>
          <term file="dlib/optimization/optimization_bobyqa_abstract.h.html" name="bobyqa_failure"/>
 
-         <term file="algorithms.html" name="derivative"/>
-         <term file="algorithms.html" name="make_line_search_function"/>
-         <term file="algorithms.html" name="poly_min_extrap"/>
-         <term file="algorithms.html" name="lagrange_poly_min_extrap"/>
-         <term file="algorithms.html" name="line_search"/>
-         <term file="algorithms.html" name="find_min"/>
-         <term file="algorithms.html" name="find_min_single_variable"/>
-         <term file="algorithms.html" name="find_min_using_approximate_derivatives"/>
-         <term file="algorithms.html" name="find_min_bobyqa"/>
-         <term file="algorithms.html" name="solve_qp_using_smo"/>
-         <term link="algorithms.html#find_min_bobyqa" name="BOBYQA"/>
-         <term file="algorithms.html" name="find_max"/>
-         <term file="algorithms.html" name="find_max_single_variable"/>
-         <term file="algorithms.html" name="find_max_using_approximate_derivatives"/>
-         <term file="algorithms.html" name="find_max_bobyqa"/>
-         <term file="algorithms.html" name="objective_delta_stop_strategy"/>
-         <term file="algorithms.html" name="gradient_norm_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="optimization.html" name="derivative"/>
+         <term file="optimization.html" name="make_line_search_function"/>
+         <term file="optimization.html" name="poly_min_extrap"/>
+         <term file="optimization.html" name="lagrange_poly_min_extrap"/>
+         <term file="optimization.html" name="line_search"/>
+         <term file="optimization.html" name="find_min"/>
+         <term file="optimization.html" name="find_min_single_variable"/>
+         <term file="optimization.html" name="find_min_using_approximate_derivatives"/>
+         <term file="optimization.html" name="find_min_bobyqa"/>
+         <term file="optimization.html" name="solve_qp_using_smo"/>
+         <term link="optimization.html#find_min_bobyqa" name="BOBYQA"/>
+         <term file="optimization.html" name="find_max"/>
+         <term file="optimization.html" name="find_max_single_variable"/>
+         <term file="optimization.html" name="find_max_using_approximate_derivatives"/>
+         <term file="optimization.html" name="find_max_bobyqa"/>
+         <term file="optimization.html" name="objective_delta_stop_strategy"/>
+         <term file="optimization.html" name="gradient_norm_stop_strategy"/>
+         <term file="optimization.html" name="negate_function"/>
+         <term file="optimization.html" name="cg_search_strategy"/>
+         <term file="optimization.html" name="bfgs_search_strategy"/>
+         <term file="optimization.html" name="lbfgs_search_strategy"/>
 
          <term file="bayes.html" name="set_node_value"/>
          <term file="bayes.html" name="node_value"/>