A Review of  Constraint-Handling Techniques for Evolution Strategies

<table class="table-group" id="tab9"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td align="left"> CMA-ES (repair)</td><td align="center">best</td><td align="center"> mean</td><td align="center"> dev</td><td align="center"> ffe</td><td align="center"> cfe</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td align="left"> TR2</td><td align="center"> 0.0</td><td align="center"> 0.0</td><td align="center"><span style="width: 67.099998px;"><svg height="16.112499" id="M298" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 67.099998 16.112499" width="67.099998" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></span></td><td align="center"> 3,432</td><td align="center"> 5,326</td></tr><tr><td align="left">2.40</td><td align="center"> 0.0</td><td align="center"> 0.0</td><td align="center"><span style="width: 67.099998px;"><svg height="16.1" id="M299" style="vertical-align:-0.20474pt" version="1.1" viewbox="0 0 67.099998 16.1" width="67.099998" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></span></td><td align="center"> 16,067</td><td align="center"> 75,705</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Results of the CMA-ES with repair mechanism based on the linear metamodel.

Applied Computational Intelligence and Soft Computing

tab9

Table 9

Table 9: A Review of  Constraint-Handling Techniques for Evolution Strategies 