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pygsti.optimize.fmin_supersimplex.html
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<h1>pygsti.optimize.fmin_supersimplex<a class="headerlink" href="#pygsti-optimize-fmin-supersimplex" title="Permalink to this headline">¶</a></h1>
<dl class="function">
<dt id="pygsti.optimize.fmin_supersimplex">
<code class="descclassname">pygsti.optimize.</code><code class="descname">fmin_supersimplex</code><span class="sig-paren">(</span><em>fn</em>, <em>x0</em>, <em>outer_tol</em>, <em>inner_tol</em>, <em>max_outer_iter</em>, <em>min_inner_maxiter</em>, <em>max_inner_maxiter</em><span class="sig-paren">)</span><a class="headerlink" href="#pygsti.optimize.fmin_supersimplex" title="Permalink to this definition">¶</a></dt>
<dd><p>Minimize a function using repeated applications of the simplex algorithm.</p>
<p>By varying the maximum number of iterations and repeatedly calling scipy’s
Nelder-Mead simplex optimization, this function performs as a robust (but
slow) minimization.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
<li><strong>fn</strong> (<em>function</em>) – The function to minimize.</li>
<li><strong>x0</strong> (<em>numpy array</em>) – The starting point (argument to fn).</li>
<li><strong>outer_tol</strong> (<em>float</em>) – Tolerance of outer loop</li>
<li><strong>inner_tol</strong> (<em>float</em>) – Tolerance fo inner loop</li>
<li><strong>max_outer_iter</strong> (<em>int</em>) – Maximum number of outer-loop iterations</li>
<li><strong>min_inner_maxiter</strong> (<em>int</em>) – Minimum number of inner-loop iterations</li>
<li><strong>max_inner_maxiter</strong> (<em>int</em>) – Maxium number of outer-loop iterations</li>
</ul>
</td>
</tr>
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">Includes members ‘x’, ‘fun’, ‘success’, and ‘message’.</p>
</td>
</tr>
<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">scipy.optimize.Result object</p>
</td>
</tr>
</tbody>
</table>
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