a_f</span> <span class="o">=</span> <span class="n">gamma_ann</span><span class="p">[</span><span class="n">i_best</span><span class="p">]</span>
        <span class="c1"># Convergence optimization</span>
        <span class="n">diff_g_f</span> <span class="o">=</span> <span class="n">diff_g_ann</span><span class="p">,</span> <span class="n">diff_g_ann</span><span class="p">[</span><span class="n">i_best</span><span class="p">]</span>

        <span class="n">final_results</span> <span class="o">=</span> <s