updated the docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%402831

docs/docs/algorithms.xml

@@ -342,6 +342,9 @@
              Performs an unconstrained minimization of the potentially nonlinear function f() using the 
              BFGS quasi newton method.  
          </description>
+         <examples>
+            <example>optimization_ex.cpp.html</example>
+         </examples>
                                  
       </component>
 
@@ -355,6 +358,9 @@
              Performs an unconstrained minimization of the potentially nonlinear function f() using a 
               conjugate gradient method. 
          </description>
+         <examples>
+            <example>optimization_ex.cpp.html</example>
+         </examples>
                                  
       </component>
 
@@ -369,6 +375,9 @@
              BFGS quasi newton method.  This version doesn't take a gradient function of f()
               but instead numerically approximates the gradient.
          </description>
+         <examples>
+            <example>optimization_ex.cpp.html</example>
+         </examples>
                                  
       </component>
 
@@ -383,6 +392,9 @@
               conjugate gradient method. This version doesn't take a gradient function of f()
               but instead numerically approximates the gradient.
          </description>
+         <examples>
+            <example>optimization_ex.cpp.html</example>
+         </examples>
                                  
       </component>
 

docs/docs/main_menu.xml

@@ -91,6 +91,10 @@
                   <name>Kernel_RLS_Regression</name>
                   <link>krls_ex.cpp.html</link>
                </item>
+               <item>
+                  <name>Optimization</name>
+                  <link>optimization_ex.cpp.html</link>
+               </item>
                <item>
                   <name>Kernel_RLS_Filtering</name>
                   <link>krls_filter_ex.cpp.html</link>

docs/docs/release_notes.xml

@@ -11,6 +11,20 @@
 <!-- *******************************************************************************  -->
 
 <current>
+New Stuff:
+
+Non-Backwards Compatible Changes:
+
+Bug fixes:
+
+Other:
+   - Added an example program that shows how to use the optimization 
+     functions
+</current>
+
+<!-- *******************************************************************************  -->
+
+<old name="17.14" date="Jan 18, 2009">
 New Stuff:
    - Added the multi-line text_box GUI widget.
    - Added the type_safe_union object
@@ -27,7 +41,7 @@ Other:
      together.
    - Added a page to the documentation that discusses the dlib coding
      standards and how to contribute to the project.
-</current>
+</old>
 
 <!-- *******************************************************************************  -->