An Investigation of Generalized Differential Evolution Metaheuristic for Multiobjective Optimal Crop-Mix Planning Decision

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td align="left"> </td><td align="center">GDE3</td><td align="center">NSGA-II</td><td align="center"><svg height="7.9499998" id="M98" style="vertical-align:-0.13794pt" version="1.1" viewbox="0 0 7.0999999 7.9499998" width="7.0999999" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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t-44.5 92.5q0 46 38 78t95 45v2q-35 10 -54.5 33t-19.5 52q0 55 53 88.5t122 33.5q67 0 98.5 -23.5t31.5 -49.5z" id="x1D700"></path></g>
</svg>-Constrained</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td align="left">Best</td><td align="center">2.15</td><td align="center">2.73</td><td align="center">2.94</td></tr><tr><td align="left">Average</td><td align="center">3.45</td><td align="center">4.06</td><td align="center">4.12</td></tr><tr><td align="left">Worst</td><td align="center">6.87</td><td align="center">7.10</td><td align="center">7.92</td></tr><tr><td align="left">Std. dev.</td><td align="center">1.48</td><td align="center">1.74</td><td align="center">1.91</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Generational distance metric (<svg height="16.049999" id="M97" style="vertical-align:-0.17555pt" version="1.1" viewbox="0 0 29.762501 16.049999" width="29.762501" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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<g transform="matrix(.012,-0,0,-.012,16.375,7.613)"><path d="M535 230h-483v50h483v-50z" id="x2212"></path></g><g transform="matrix(.012,-0,0,-.012,23.36,7.613)"><path d="M285 378v-2q65 -13 102 -54.5t37 -97.5q0 -57 -30.5 -104.5t-74 -75t-85.5 -42t-72 -14.5q-31 0 -59.5 11t-40.5 23q-19 18 -16 36q1 16 23 33q13 10 24 0q58 -51 124 -51q55 0 88 40t33 112q0 64 -39 96.5t-88 32.5q-29 0 -64 -11l-6 29q77 25 118 57.5t41 84.5
q0 45 -26.5 69.5t-68.5 24.5q-67 0 -120 -79l-20 20l43 63q51 56 127 56h1q66 0 107 -37t41 -95q0 -42 -31 -71q-22 -23 -68 -54z" id="x33"></path></g>
</svg>).

The Scientific World Journal

tab2

Table 2

Table 2: An Investigation of Generalized Differential Evolution Metaheuristic for Multiobjective Optimal Crop-Mix Planning Decision 