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docs/build/html/_modules/index.html

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-  <title>Overview: module code &mdash; macop v0.2.2 documentation</title>
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-  <title>macop.algorithms.mono.IteratedLocalSearch &mdash; macop v0.2.2 documentation</title>
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@@ -163,7 +163,7 @@
 
 
 <div class="viewcode-block" id="IteratedLocalSearch"><a class="viewcode-back" href="../../../../macop/macop.algorithms.mono.IteratedLocalSearch.html#macop.algorithms.mono.IteratedLocalSearch.IteratedLocalSearch">[docs]</a><span class="k">class</span> <span class="nc">IteratedLocalSearch</span><span class="p">(</span><span class="n">Algorithm</span><span class="p">):</span>
-    <span class="sd">&quot;&quot;&quot;Iterated Local Search used to avoir local optima and increave EvE (Exploration vs Exploitation) compromise</span>
+    <span class="sd">&quot;&quot;&quot;Iterated Local Search used to avoid local optima and increave EvE (Exploration vs Exploitation) compromise</span>
 
 <span class="sd">    Attributes:</span>
 <span class="sd">        initalizer: {function} -- basic function strategy to initialize solution</span>

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-  <title>macop.algorithms.mono.LocalSearch &mdash; macop v0.2.2 documentation</title>
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-  <title>macop.algorithms.multi.MOSubProblem &mdash; macop v0.2.2 documentation</title>
+  <title>macop.algorithms.multi.MOSubProblem &mdash; macop v0.2.3 documentation</title>
   
 
   
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            <div itemprop="articleBody">
             
   <h1>Source code for macop.algorithms.multi.MOSubProblem</h1><div class="highlight"><pre>
-<span></span><span class="sd">&quot;&quot;&quot;Local Search algorithm</span>
+<span></span><span class="sd">&quot;&quot;&quot;MOEAD sub problem algorithm class</span>
 <span class="sd">&quot;&quot;&quot;</span>
 
 <span class="c1"># main imports</span>

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-  <title>macop.operators.policies.RandomPolicy &mdash; macop v0.2.2 documentation</title>
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-  <title>macop.operators.policies.UCBPolicy &mdash; macop v0.2.2 documentation</title>
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+  <title>macop.solutions.CombinatoryIntegerSolution &mdash; macop v0.2.3 documentation</title>
   
 
   
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+  <title>macop.solutions.IntegerSolution &mdash; macop v0.2.3 documentation</title>
   
 
   
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docs/build/html/_sources/examples.rst.txt

@@ -208,9 +208,9 @@ We can now instanciate our algorithm. We use the Iterated Local Search in this e
 
     algo = ILS(init, evaluator, operators, policy, validator, _maximise=True)
 
-The algorithm is now well defined and is ready to run ! But one thing can be done, and it's very interesting to avoir restart from scratch the algorithm run.
+The algorithm is now well defined and is ready to run ! But one thing can be done, and it's very interesting to avoid restart from scratch the algorithm run.
 The use of checkpoint is available in `macop`. A `BasicCheckpoint` class let the algorithm save at `every` evaluations the best solution found. This class is based on callback process. 
-A Callback is runned every number of evaluations but can also implement the `load` method in order to to specific instrusctions when initializing algorithm.
+A Callback is runned every number of evaluations but can also implement the `load` method in order to do specific instrusctions when initializing algorithm.
 
 It's important to note, we can add any number of callbacks we want. For tabu search as example, we need to store many solutions.
 

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 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: 'v0.2.2',
+    VERSION: 'v0.2.3',
     LANGUAGE: 'None',
     COLLAPSE_INDEX: false,
     FILE_SUFFIX: '.html',

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+  <title>Contributing &mdash; macop v0.2.3 documentation</title>
   
 
   
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+  <title>Some examples &mdash; macop v0.2.3 documentation</title>
   
 
   
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@@ -359,9 +359,9 @@ The best way to represent this problem is to use the <cite>BinarySolution</cite>
 <span class="n">algo</span> <span class="o">=</span> <span class="n">ILS</span><span class="p">(</span><span class="n">init</span><span class="p">,</span> <span class="n">evaluator</span><span class="p">,</span> <span class="n">operators</span><span class="p">,</span> <span class="n">policy</span><span class="p">,</span> <span class="n">validator</span><span class="p">,</span> <span class="n">_maximise</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 </pre></div>
 </div>
-<p>The algorithm is now well defined and is ready to run ! But one thing can be done, and it’s very interesting to avoir restart from scratch the algorithm run.
+<p>The algorithm is now well defined and is ready to run ! But one thing can be done, and it’s very interesting to avoid restart from scratch the algorithm run.
 The use of checkpoint is available in <cite>macop</cite>. A <cite>BasicCheckpoint</cite> class let the algorithm save at <cite>every</cite> evaluations the best solution found. This class is based on callback process.
-A Callback is runned every number of evaluations but can also implement the <cite>load</cite> method in order to to specific instrusctions when initializing algorithm.</p>
+A Callback is runned every number of evaluations but can also implement the <cite>load</cite> method in order to do specific instrusctions when initializing algorithm.</p>
 <p>It’s important to note, we can add any number of callbacks we want. For tabu search as example, we need to store many solutions.</p>
 <p>In our case, we need to specify the use of checkpoint if we prefer to restart from.</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="sd">&quot;&quot;&quot;</span>

docs/build/html/genindex.html

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+  <title>Index &mdash; macop v0.2.3 documentation</title>
   
 
   
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-  <title>Minimalist And Customizable Optimization Package &mdash; macop v0.2.2 documentation</title>
+  <title>Minimalist And Customizable Optimization Package &mdash; macop v0.2.3 documentation</title>
   
 
   
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+  <title>Documentation &mdash; macop v0.2.3 documentation</title>
   
 
   
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 <td><p>Multi-Ojective Evolutionary Algorithm with Scalar Decomposition algorithm</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.algorithms.multi.MOSubProblem.html#module-macop.algorithms.multi.MOSubProblem" title="macop.algorithms.multi.MOSubProblem"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.algorithms.multi.MOSubProblem</span></code></a></p></td>
-<td><p>Local Search algorithm</p></td>
+<td><p>MOEAD sub problem algorithm class</p></td>
 </tr>
 </tbody>
 </table>

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+  <title>macop.algorithms.Algorithm &mdash; macop v0.2.3 documentation</title>
   
 
   
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-  <title>macop.algorithms.mono.LocalSearch &mdash; macop v0.2.2 documentation</title>
+  <title>macop.algorithms.mono.LocalSearch &mdash; macop v0.2.3 documentation</title>
   
 
   
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-  <title>macop.algorithms.multi.MOEAD &mdash; macop v0.2.2 documentation</title>
+  <title>macop.algorithms.multi.MOEAD &mdash; macop v0.2.3 documentation</title>
   
 
   
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-  <title>macop.algorithms.multi.MOSubProblem &mdash; macop v0.2.2 documentation</title>
+  <title>macop.algorithms.multi.MOSubProblem &mdash; macop v0.2.3 documentation</title>
   
 
   
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               </div>
             
           
@@ -175,7 +175,7 @@
             
   <div class="section" id="module-macop.algorithms.multi.MOSubProblem">
 <span id="macop-algorithms-multi-mosubproblem"></span><h1>macop.algorithms.multi.MOSubProblem<a class="headerlink" href="#module-macop.algorithms.multi.MOSubProblem" title="Permalink to this headline">¶</a></h1>
-<p>Local Search algorithm</p>
+<p>MOEAD sub problem algorithm class</p>
 <p class="rubric">Classes</p>
 <table class="longtable docutils align-default">
 <colgroup>

docs/build/html/macop/macop.callbacks.BasicCheckpoint.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.callbacks.BasicCheckpoint &mdash; macop v0.2.2 documentation</title>
+  <title>macop.callbacks.BasicCheckpoint &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.callbacks.Callback.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.callbacks.Callback &mdash; macop v0.2.2 documentation</title>
+  <title>macop.callbacks.Callback &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.callbacks.MultiCheckpoint.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.callbacks.MultiCheckpoint &mdash; macop v0.2.2 documentation</title>
+  <title>macop.callbacks.MultiCheckpoint &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.callbacks.ParetoCheckpoint.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.callbacks.ParetoCheckpoint &mdash; macop v0.2.2 documentation</title>
+  <title>macop.callbacks.ParetoCheckpoint &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.callbacks.UCBCheckpoint.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.callbacks.UCBCheckpoint &mdash; macop v0.2.2 documentation</title>
+  <title>macop.callbacks.UCBCheckpoint &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.evaluators.EvaluatorExample.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.evaluators.EvaluatorExample &mdash; macop v0.2.2 documentation</title>
+  <title>macop.evaluators.EvaluatorExample &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.Operator.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.Operator &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.Operator &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.crossovers.Crossover.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.crossovers.Crossover &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.crossovers.Crossover &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.crossovers.RandomSplitCrossover.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.crossovers.RandomSplitCrossover &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.crossovers.RandomSplitCrossover &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.crossovers.SimpleCrossover.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.crossovers.SimpleCrossover &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.crossovers.SimpleCrossover &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.mutators.Mutation.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.mutators.Mutation &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.mutators.Mutation &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.mutators.SimpleBinaryMutation.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.mutators.SimpleBinaryMutation &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.mutators.SimpleBinaryMutation &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.mutators.SimpleMutation.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.mutators.SimpleMutation &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.mutators.SimpleMutation &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.policies.Policy.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.policies.Policy &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.policies.Policy &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.policies.RandomPolicy.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.policies.RandomPolicy &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.policies.RandomPolicy &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.operators.policies.UCBPolicy.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.operators.policies.UCBPolicy &mdash; macop v0.2.2 documentation</title>
+  <title>macop.operators.policies.UCBPolicy &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.solutions.BinarySolution.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.solutions.BinarySolution &mdash; macop v0.2.2 documentation</title>
+  <title>macop.solutions.BinarySolution &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.solutions.CombinatoryIntegerSolution.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.solutions.CombinatoryIntegerSolution &mdash; macop v0.2.2 documentation</title>
+  <title>macop.solutions.CombinatoryIntegerSolution &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.solutions.IntegerSolution.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.solutions.IntegerSolution &mdash; macop v0.2.2 documentation</title>
+  <title>macop.solutions.IntegerSolution &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/macop/macop.solutions.Solution.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>macop.solutions.Solution &mdash; macop v0.2.2 documentation</title>
+  <title>macop.solutions.Solution &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -60,7 +60,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/py-modindex.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Python Module Index &mdash; macop v0.2.2 documentation</title>
+  <title>Python Module Index &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -61,7 +61,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/build/html/search.html

@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Search &mdash; macop v0.2.2 documentation</title>
+  <title>Search &mdash; macop v0.2.3 documentation</title>
   
 
   
@@ -59,7 +59,7 @@
             
             
               <div class="version">
-                0.2.2
+                0.2.3
               </div>
             
           

docs/source/conf.py

@@ -23,9 +23,9 @@ copyright = '2020, Jérôme BUISINE'
 author = 'Jérôme BUISINE'
 
 # The short X.Y version
-version = '0.2.2'
+version = '0.2.3'
 # The full version, including alpha/beta/rc tags
-release = 'v0.2.2'
+release = 'v0.2.3'
 
 
 # -- General configuration ---------------------------------------------------

docs/source/examples.rst

@@ -208,9 +208,9 @@ We can now instanciate our algorithm. We use the Iterated Local Search in this e
 
     algo = ILS(init, evaluator, operators, policy, validator, _maximise=True)
 
-The algorithm is now well defined and is ready to run ! But one thing can be done, and it's very interesting to avoir restart from scratch the algorithm run.
+The algorithm is now well defined and is ready to run ! But one thing can be done, and it's very interesting to avoid restart from scratch the algorithm run.
 The use of checkpoint is available in `macop`. A `BasicCheckpoint` class let the algorithm save at `every` evaluations the best solution found. This class is based on callback process. 
-A Callback is runned every number of evaluations but can also implement the `load` method in order to to specific instrusctions when initializing algorithm.
+A Callback is runned every number of evaluations but can also implement the `load` method in order to do specific instrusctions when initializing algorithm.
 
 It's important to note, we can add any number of callbacks we want. For tabu search as example, we need to store many solutions.
 

macop/algorithms/mono/IteratedLocalSearch.py

@@ -10,7 +10,7 @@ from .LocalSearch import LocalSearch
 
 
 class IteratedLocalSearch(Algorithm):
-    """Iterated Local Search used to avoir local optima and increave EvE (Exploration vs Exploitation) compromise
+    """Iterated Local Search used to avoid local optima and increave EvE (Exploration vs Exploitation) compromise
 
     Attributes:
         initalizer: {function} -- basic function strategy to initialize solution

macop/algorithms/multi/MOSubProblem.py

@@ -1,4 +1,4 @@
-"""Local Search algorithm
+"""MOEAD sub problem algorithm class
 """
 
 # main imports

setup.py

@@ -23,7 +23,7 @@ class TestCommand(distutils.command.check.check):
 
 setup(
     name='macop',
-    version='0.2.2',
+    version='0.2.3',
     description='Minimalist And Customizable Optimization Package',
     long_description=open('README.md').read(),
     long_description_content_type='text/markdown',