title: Can I ignore warnings from scipy if using bounds with a minimizer in scipy (Python) that does not need bounds?
body: <p>I run a set of minimizer methods from scipy.optimize.
  I input bounds to the call of one particular method (Nelder-Mead) and scipy warns me:</p>
  
  <pre><code>RuntimeWarning: Method Nelder-Mead cannot handle constraints nor bounds.
  </code></pre>
  
  <p>The warning is clear: I shouldn't input bounds, but I actually input bounds for other reasons (to generalize my code and ignore special cases).</p>
  
  <p><strong>Question</strong>
  Can I ignore this warning from scipy and still trust that Nelder-Mead is being used just as if I had not input any bounds?</p>