An Adaptive Bacterial Foraging Optimization Algorithm with Lifecycle and Social Learning

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td align="left">Dimension</td><td align="center">BFOLS</td><td align="center">BFO</td><td align="center">PSO</td><td align="center">GA</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td align="left">2</td><td align="center">1.6429</td><td align="center">2.9286</td><td align="center">1.5714</td><td align="center">3.8571</td></tr><tr><td align="left">20</td><td align="center">1.1429</td><td align="center">3.7143</td><td align="center">2.0714</td><td align="center">3.0714</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Average rankings of the four algorithms on dimensions of 2 and 20.

Discrete Dynamics in Nature and Society

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Table 4

Table 4: An Adaptive Bacterial Foraging Optimization Algorithm with Lifecycle and Social Learning 