Ultrahigh-Dimensional Model and Optimization Algorithm for Resource Allocation in Large-Scale Intelligent D2D Communication System

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">Optimization result</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">VGCC-PSO</td><td class="align_center">12.7027</td></tr><tr><td class="align_left">CCPSO</td><td class="align_center">49.3261</td></tr><tr><td class="align_left">PSO</td><td class="align_center">631.2110</td></tr><tr><td class="align_left">CCPSO<sub>vg</sub></td><td class="align_center">17.4469</td></tr><tr><td class="align_left">CCPSO<sub>mut</sub></td><td class="align_center">27.9705</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Optimization results of the compared algorithms.</div>

Complexity

tab1

Table 1

Table 1: Ultrahigh-Dimensional Model and Optimization Algorithm for Resource Allocation in Large-Scale Intelligent D2D Communication System 