Improved Chaotic Quantum-Behaved Particle Swarm Optimization Algorithm for Fuzzy Neural Network and Its Application

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Monitoring stations</td><td class="align_center">ECL-TSFNN</td><td class="align_center">PSO-BP</td><td class="align_center">QPSO-TSFNN</td><td class="align_center">ICQPSO-TSFNN</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Chukou</td><td class="align_center">11</td><td class="align_center">5</td><td class="align_center">7</td><td class="align_center"><b>0</b></td></tr><tr><td class="align_left">Dongping</td><td class="align_center">11</td><td class="align_center">10</td><td class="align_center">5</td><td class="align_center"><b>1</b></td></tr><tr><td class="align_left">Bailang</td><td class="align_center">9</td><td class="align_center">7</td><td class="align_center">4</td><td class="align_center"><b>0</b></td></tr><tr><td class="align_left">Total errors</td><td class="align_center">31</td><td class="align_center">22</td><td class="align_center">16</td><td class="align_center"><b>1</b></td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Evaluation results for different TSFNN.</div>

Mathematical Problems in Engineering

tab8

Table 8

Table 8: Improved Chaotic Quantum-Behaved Particle Swarm Optimization Algorithm for Fuzzy Neural Network and Its Application 