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Author: SimonBlanke

5.0/optimizers/gfo/index.html

@@ -1826,6 +1826,15 @@
     </span>
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+</li>
+      
+        <li class="md-nav__item">
+  <a href="#usage-pattern" class="md-nav__link">
+    <span class="md-ellipsis">
+      Usage Pattern
+    </span>
+  </a>
+  
 </li>
 
     </ul>
@@ -1851,6 +1860,16 @@ <h2 id="why-choose-gfo">Why Choose GFO?</h2>
 <li><strong>Full Customization</strong>: Direct access to all algorithm parameters and settings</li>
 <li><strong>Research-Friendly</strong>: Perfect for experimenting with different optimization strategies</li>
 </ul>
+<h2 id="usage-pattern">Usage Pattern</h2>
+<p>Combine a GFO optimizer with an experiment and call <code>solve()</code>:</p>
+<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="kn">from</span> <span class="nn">hyperactive.experiment.integrations</span> <span class="kn">import</span> <span class="n">SklearnCvExperiment</span>
+<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="kn">from</span> <span class="nn">hyperactive.opt.gfo</span> <span class="kn">import</span> <span class="n">HillClimbing</span>
+<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>
+<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="n">exp</span> <span class="o">=</span> <span class="n">SklearnCvExperiment</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a><span class="n">opt</span> <span class="o">=</span> <span class="n">HillClimbing</span><span class="p">(</span><span class="n">experiment</span><span class="o">=</span><span class="n">exp</span><span class="p">)</span>
+<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a><span class="n">best</span> <span class="o">=</span> <span class="n">opt</span><span class="o">.</span><span class="n">solve</span><span class="p">()</span>
+</code></pre></div>
+<p>See the Quick Start for end‑to‑end examples and the Experiments section for building custom problems.</p>