A Hybrid Monkey Search Algorithm for Clustering Analysis

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td align="left">Algorithm</td><td align="center">Best</td><td align="center">Worst</td><td align="center">Mean</td><td align="center">Standard</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td align="left">ABC-MA</td><td align="center">515.7616 </td><td align="center">515.7628</td><td align="center">515.7618</td><td align="center"><span style="width: 85.6875px;"><svg height="11.125" id="M215" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 85.6875 11.125" width="85.6875" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></span></td></tr><tr><td align="left">MA</td><td align="center">515.7635</td><td align="center">515.7691</td><td align="center">515.7670</td><td align="center"><span style="width: 85.6875px;"><svg height="11.125" id="M216" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 85.6875 11.125" width="85.6875" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></span></td></tr><tr><td align="left">CABC</td><td align="center">515.7616  </td><td align="center">515.7764</td><td align="center">515.7643</td><td align="center"><span style="width: 85.6875px;"><svg height="11.225" id="M217" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 85.6875 11.225" width="85.6875" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></span></td></tr><tr><td align="left">ABC</td><td align="center">515.7616</td><td align="center">515.7702</td><td align="center">515.7636</td><td align="center"><span style="width: 85.6875px;"><svg height="11.175" id="M218" style="vertical-align:-0.20474pt" version="1.1" viewbox="0 0 85.6875 11.175" width="85.6875" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></span></td></tr><tr><td align="left">CPSO</td><td align="center">516.6214</td><td align="center">529.5846</td><td align="center">520.3385</td><td align="center">3.9261</td></tr><tr><td align="left">PSO</td><td align="center">515.9581</td><td align="center">571.7869</td><td align="center">532.6543</td><td align="center">18.6271</td></tr><tr><td align="left"><svg height="12.4375" id="M219" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 8.6750002 12.4375" width="8.6750002" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg>-means</td><td align="center">525.5957</td><td align="center">907.1413</td><td align="center">694.4421</td><td align="center">191.4831</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Results obtained by the algorithms for 20 different runs on Art2 data.

The Scientific World Journal

tab2

Table 2

Table 2: A Hybrid Monkey Search Algorithm for Clustering Analysis 