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. 2011 Jul 21;2:40. doi: 10.3389/fgene.2011.00040

Table 2.

Optimized weights (θ1 and θ2) of the unfavorable genotypes in the selection index and objective function obtained with the grid search and the genetic algorithm with a maximum loss of progress of 10%.

Resolution Number of generations θ1 θ2 Objective function
Grid search 5 −5.8 −8,8 0.43
10 −4 −11,8 0.76
15 −7 −12 0.94
Genetic algorithm 5 −5.23 −9.15 0.44
10 −4.78 −10.8 0.77
15 −6.98 −11.99 0.96