fix tutorials

Author: geoffreyp

docs/html/examples.html

@@ -177,21 +177,19 @@ <h2>Optimise mnk-landscapes with MOEA/D<a class="headerlink" href="#optimise-mnk
 <span class="c1">###############################</span>
 <span class="c1">#  Initialize the algorithm   #</span>
 <span class="c1">###############################</span>
-<span class="n">number_of_objective</span> <span class="o">=</span> <span class="n">rmnk</span><span class="o">.</span><span class="n">function_numbers</span>
 <span class="n">number_of_weight</span> <span class="o">=</span> <span class="mi">10</span>
 <span class="n">number_of_weight_neighborhood</span> <span class="o">=</span> <span class="mi">20</span>
 <span class="n">number_of_evaluations</span> <span class="o">=</span> <span class="mi">1000</span>
 <span class="c1"># The file is available here : https://github.com/moead-framework/data/blob/master/weights/SOBOL-2objs-10wei.ws</span>
 <span class="c1"># Others weights files are available here : https://github.com/moead-framework/data/tree/master/weights</span>
-<span class="n">weight_file</span> <span class="o">=</span> <span class="s2">&quot;SOBOL-&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_objective</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;objs-&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_weight</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;wei.ws&quot;</span>
+<span class="n">weight_file</span> <span class="o">=</span> <span class="s2">&quot;SOBOL-&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">rmnk</span><span class="o">.</span><span class="n">function_numbers</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;objs-&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_weight</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;wei.ws&quot;</span>
 
 
 <span class="c1">###############################</span>
 <span class="c1">#    Execute the algorithm    #</span>
 <span class="c1">###############################</span>
 <span class="n">moead</span> <span class="o">=</span> <span class="n">Moead</span><span class="p">(</span><span class="n">problem</span><span class="o">=</span><span class="n">rmnk</span><span class="p">,</span>
               <span class="n">max_evaluation</span><span class="o">=</span><span class="n">number_of_evaluations</span><span class="p">,</span>
-              <span class="n">number_of_objective</span><span class="o">=</span><span class="n">number_of_objective</span><span class="p">,</span>
               <span class="n">number_of_weight_neighborhood</span><span class="o">=</span><span class="n">number_of_weight_neighborhood</span><span class="p">,</span>
               <span class="n">weight_file</span><span class="o">=</span><span class="n">weight_file</span><span class="p">,</span>
               <span class="n">aggregation_function</span><span class="o">=</span><span class="n">Tchebycheff</span><span class="p">,</span>
@@ -203,7 +201,7 @@ <h2>Optimise mnk-landscapes with MOEA/D<a class="headerlink" href="#optimise-mnk
 <span class="c1">###############################</span>
 <span class="c1">#       Save the result       #</span>
 <span class="c1">###############################</span>
-<span class="n">save_file</span> <span class="o">=</span> <span class="s2">&quot;moead-rmnk&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_objective</span><span class="p">)</span> \
+<span class="n">save_file</span> <span class="o">=</span> <span class="s2">&quot;moead-rmnk&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">rmnk</span><span class="o">.</span><span class="n">function_numbers</span><span class="p">)</span> \
             <span class="o">+</span> <span class="s2">&quot;-N&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_weight</span><span class="p">)</span> \
             <span class="o">+</span> <span class="s2">&quot;-T&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_weight_neighborhood</span><span class="p">)</span> \
             <span class="o">+</span> <span class="s2">&quot;-iter&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">number_of_evaluations</span><span class="p">)</span> \

docs/html/searchindex.js

@@ -219,8 +219,6 @@ <h2>Implement your own algorithm<a class="headerlink" href="#implement-your-own-
           <span class="c1"># Mandatory parameters</span>
           <span class="n">problem</span><span class="o">=</span><span class="n">rmnk</span><span class="p">,</span>
           <span class="n">max_evaluation</span> <span class="o">=</span> <span class="n">number_of_evaluations</span><span class="p">,</span>
-          <span class="n">number_of_objective</span><span class="o">=</span><span class="n">number_of_objective</span><span class="p">,</span>
-          <span class="n">number_of_weight</span><span class="o">=</span><span class="n">number_of_weight</span><span class="p">,</span>
           <span class="n">number_of_weight_neighborhood</span><span class="o">=</span><span class="n">number_of_weight_neighborhood</span><span class="p">,</span>
           <span class="n">weight_file</span><span class="o">=</span><span class="n">weight_file</span><span class="p">,</span>
           <span class="n">aggregation_function</span><span class="o">=</span><span class="n">Tchebycheff</span><span class="p">,</span>
@@ -271,8 +269,6 @@ <h2>Save data with the framework<a class="headerlink" href="#save-data-with-the-
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">moead</span> <span class="o">=</span> <span class="n">Moead</span><span class="p">(</span>
           <span class="n">problem</span><span class="o">=</span><span class="n">rmnk</span><span class="p">,</span>
           <span class="n">max_evaluation</span> <span class="o">=</span> <span class="n">number_of_evaluations</span><span class="p">,</span>
-          <span class="n">number_of_objective</span><span class="o">=</span><span class="n">number_of_objective</span><span class="p">,</span>
-          <span class="n">number_of_weight</span><span class="o">=</span><span class="n">number_of_weight</span><span class="p">,</span>
           <span class="n">number_of_weight_neighborhood</span><span class="o">=</span><span class="n">number_of_weight_neighborhood</span><span class="p">,</span>
           <span class="n">weight_file</span><span class="o">=</span><span class="n">weight_file</span><span class="p">,</span>
           <span class="n">aggregation_function</span><span class="o">=</span><span class="n">Tchebycheff</span>

docs/html/tuto.html

@@ -68,8 +68,6 @@ Example for :class:`moead_framework.algorithm.combinatorial.moead` :
               # Mandatory parameters
               problem=rmnk,
               max_evaluation = number_of_evaluations,
-              number_of_objective=number_of_objective,
-              number_of_weight=number_of_weight,
               number_of_weight_neighborhood=number_of_weight_neighborhood,
               weight_file=weight_file,
               aggregation_function=Tchebycheff,
@@ -135,8 +133,6 @@ If you want save all non-dominated solutions (attribute :code:`self.ep` in the a
     moead = Moead(
               problem=rmnk,
               max_evaluation = number_of_evaluations,
-              number_of_objective=number_of_objective,
-              number_of_weight=number_of_weight,
               number_of_weight_neighborhood=number_of_weight_neighborhood,
               weight_file=weight_file,
               aggregation_function=Tchebycheff