Merge pull request #98 from smohsinali/docs

Add information about Michalewicz function in benchmarks section

docs/source/algorithms_and_datasets.rst

@@ -83,6 +83,16 @@ Whether it makes sense to do so is indicated in the column CV.
             <td align="center">Python</td>
             <td aligh="center">no</td>
         </tr>
+        <tr>
+            <td align="center"><a href="algorithms_and_datasets.html#braninhar6camel">Michalewicz</a></td>
+            <td align="center">10(-)</td>
+            <td align="center">10/-</td>
+            <td align="center">-</td>
+            <td align="center">-</td>
+            <td align="center">&lt; 1s</td>
+            <td align="center">Python</td>
+            <td aligh="center">no</td>
+        </tr>
         </tbody><tbody>
         <tr>
             <td align="center"><a href="algorithms_and_datasets.html#svmlda">LDA ongrid<a></td>
@@ -153,18 +163,19 @@ Description
 
 .. _braninhar6camel:
 
-Branin, RKHS, Hartmann 6d and Camelback Function
+Branin, RKHS, Hartmann 6d, Michalewicz and Camelback Function
 ------------------------------------------
 
 This benchmark already comes with the basic *HPOlib* bundle.
 
 **Dependencies:** None |br|
 **Recommended:** None
 
-Branin, RKHS, Camelback and the Hartmann 6d function are three simple test functions,
+Branin, RKHS, Camelback, Michalewicz and the Hartmann 6d function are five simple test functions,
 which are easy and cheap to evaluate. More test functions can be found
 `here <http://www-optima.amp.i.kyoto-u.ac.jp/member/student/hedar/Hedar_files/TestGO_files/Page364.htm>`_.
 |br|
+|br|
 Branin has three global minima at (-pi, 12.275), (pi, 2.275), (9.42478, 2.475) where f(x)=0.397887.
 |br|
 RKHS has single global minima at x=0.89235 where f(x)=5.73839.
@@ -173,6 +184,9 @@ Camelback has two global minima at (0.0898, -0.7126) and (-0.0898, 0.7126) where
 |br|
 Hartmann 6d is more difficult with 6 local minima and one global optimum at
 (0.20169, 0.150011, 0.476874, 0.275332, 0.311652, 0.6573) where f(x)=3.32237.
+|br|
+Michalewicz is usually evaluated on the hypercube x\ :sub:`i`\ ∈ [0, pi], for all i = 1, …, d.
+For d=10 its global minima value is f(x) = -9.66015.
 
 .. _svmlda: