Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Number of hidden layer nodes</td><td class="align_center">Training set mean square error</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">5</td><td class="align_center">0.13068</td></tr><tr><td class="align_left">6</td><td class="align_center">0.1265</td></tr><tr><td class="align_left">7</td><td class="align_center">0.11622</td></tr><tr><td class="align_left">8</td><td class="align_center">0.11313</td></tr><tr><td class="align_left">9</td><td class="align_center">0.15737</td></tr><tr><td class="align_left">10</td><td class="align_center">0.18296</td></tr><tr><td class="align_left">11</td><td class="align_center">0.1892</td></tr><tr><td class="align_left">12</td><td class="align_center">0.20347</td></tr><tr><td class="align_left">13</td><td class="align_center">0.22368</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Implicit node selection calculation.</div>

Advances in Civil Engineering

tab6

Table 6

Table 6: Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network 