diff --git a/_modules/index.html b/_modules/index.html
index 98a4176..86cfa69 100644
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diff --git a/_modules/pycellga/byte_operators.html b/_modules/pycellga/byte_operators.html
index f833987..f466866 100644
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index 33d168f..c3f12ee 100644
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index 6dbf459..97e9e07 100644
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index 95f05e7..3a8e856 100644
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index 85a3116..62b8426 100644
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index a2d0597..93384b4 100644
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index 1d7fecc..47e461b 100644
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diff --git a/_modules/pycellga/mutation/float_uniform_mutation.html b/_modules/pycellga/mutation/float_uniform_mutation.html
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diff --git a/_modules/pycellga/mutation/shuffle_mutation.html b/_modules/pycellga/mutation/shuffle_mutation.html
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+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
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 <li class="toctree-l1"><a class="reference internal" href="../../../installation.html">Installation</a><ul>
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diff --git a/_modules/pycellga/mutation/swap_mutation.html b/_modules/pycellga/mutation/swap_mutation.html
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+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
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diff --git a/_modules/pycellga/neighborhoods/compact_13.html b/_modules/pycellga/neighborhoods/compact_13.html
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diff --git a/_modules/pycellga/neighborhoods/compact_21.html b/_modules/pycellga/neighborhoods/compact_21.html
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diff --git a/_modules/pycellga/neighborhoods/compact_25.html b/_modules/pycellga/neighborhoods/compact_25.html
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diff --git a/_modules/pycellga/neighborhoods/compact_9.html b/_modules/pycellga/neighborhoods/compact_9.html
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diff --git a/_modules/pycellga/neighborhoods/linear_5.html b/_modules/pycellga/neighborhoods/linear_5.html
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diff --git a/_modules/pycellga/neighborhoods/linear_9.html b/_modules/pycellga/neighborhoods/linear_9.html
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diff --git a/_modules/pycellga/optimizer.html b/_modules/pycellga/optimizer.html
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diff --git a/_modules/pycellga/population.html b/_modules/pycellga/population.html
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diff --git a/_modules/pycellga/problems/abstract_problem.html b/_modules/pycellga/problems/abstract_problem.html
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diff --git a/_modules/pycellga/problems/single_objective/continuous/ackley.html b/_modules/pycellga/problems/single_objective/continuous/ackley.html
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diff --git a/_modules/pycellga/problems/single_objective/continuous/bentcigar.html b/_modules/pycellga/problems/single_objective/continuous/bentcigar.html
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
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diff --git a/_modules/pycellga/problems/single_objective/continuous/bohachevsky.html b/_modules/pycellga/problems/single_objective/continuous/bohachevsky.html
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 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../installation.html">Installation</a><ul>
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diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
index 353d557..28249b8 100644
--- a/_sources/index.rst.txt
+++ b/_sources/index.rst.txt
@@ -11,6 +11,7 @@ PYCELLGA Documentation
 `pycellga` is a Python package that implements cellular genetic algorithms (CGAs) for optimizing 
 complex problems. CGAs combine the principles of cellular automata and traditional genetic algorithms, 
 utilizing a spatially structured population organized in a grid-like topology. 
+
 This structure allows each individual to interact only with its neighboring individuals, 
 promoting diversity and maintaining a balance between exploration and exploitation during the optimization process. 
 `pycellga` has machine coded operators with byte implementations. Beside it has Alpha-male CGA, 
@@ -18,7 +19,7 @@ Machine Coded Compact CGA and Improved CGA with Machine Coded Operators for real
 
 .. toctree::
    :maxdepth: 1
-   :caption: Table of Contents:
+   :caption: Table of Contents :
 
    installation
    pycellga
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@@ -43,7 +43,7 @@
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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diff --git a/genindex.html b/genindex.html
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@@ -41,7 +41,7 @@
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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diff --git a/index.html b/index.html
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@@ -43,7 +43,7 @@
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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@@ -332,13 +332,13 @@ <h1>PYCELLGA Documentation<a class="headerlink" href="#pycellga-documentation" t
 <p><cite>pycellga</cite>: A Python Package for Improved Cellular Genetic Algorithms</p>
 <p><cite>pycellga</cite> is a Python package that implements cellular genetic algorithms (CGAs) for optimizing
 complex problems. CGAs combine the principles of cellular automata and traditional genetic algorithms,
-utilizing a spatially structured population organized in a grid-like topology.
-This structure allows each individual to interact only with its neighboring individuals,
+utilizing a spatially structured population organized in a grid-like topology.</p>
+<p>This structure allows each individual to interact only with its neighboring individuals,
 promoting diversity and maintaining a balance between exploration and exploitation during the optimization process.
 <cite>pycellga</cite> has machine coded operators with byte implementations. Beside it has Alpha-male CGA,
 Machine Coded Compact CGA and Improved CGA with Machine Coded Operators for real-valued optimization problems.</p>
 <div class="toctree-wrapper compound">
-<p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+<p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="pycellga.html">pycellga: A Comprehensive Guide</a></li>
diff --git a/installation.html b/installation.html
index 10f97af..c786f75 100644
--- a/installation.html
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@@ -44,7 +44,7 @@
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Installation</a><ul>
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diff --git a/py-modindex.html b/py-modindex.html
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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diff --git a/pycellga.html b/pycellga.html
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\ No newline at end of file
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diff --git a/setup.html b/setup.html
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+++ b/setup.html
@@ -42,7 +42,7 @@
   </form>
 </div>
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
+              <p class="caption" role="heading"><span class="caption-text">Table of Contents :</span></p>
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 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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diff --git a/usage_examples.html b/usage_examples.html
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@@ -44,7 +44,7 @@
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-              <p class="caption" role="heading"><span class="caption-text">Table of Contents:</span></p>
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 <li class="toctree-l1"><a class="reference internal" href="installation.html">Installation</a><ul>
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