A Neural Network-Based Approach to Multi-Attribute Group Decision-Making with Heterogeneous Preference Information

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Samples</td><td class="align_center"><i>S </i><sub>1</sub></td><td class="align_center"><i>S </i><sub>2</sub></td><td class="align_center"><i>S </i><sub>3</sub></td><td class="align_center"><i>S </i><sub>4</sub></td><td class="align_center"><i>S </i><sub>5</sub></td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">Errors</td><td class="align_center">0.0057</td><td class="align_center">0.3196</td><td class="align_center">0.4971</td><td class="align_center">0.2187</td><td class="align_center">0.4604</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Errors after training the neural network for the decision information of expert <i>e</i><sup>2</sup>.</div>

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Table 8

Table 8: A Neural Network-Based Approach to Multi-Attribute Group Decision-Making with Heterogeneous Preference Information 