Copy of Data_3D Float (2).xls (112 kB)

Accuracies, run times, and statistics for genetic algorithms with various mutation rates maximizing a 3D function.

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posted on 2013-06-20, 06:18 authored by Maxinder S Kanwal, Avinash S Ramesh, Lauren A Huang

In the 3dfloatnomut, 3dfloatconstmut, and 3dfloatsigmoid tabs, the maximum value found by that genetic algorithm is displayed along with the time the algorithm took to converge to that maximum (in generations). In the stats tabs, t-tests are run to compare the accuracies and convergence generations among the different mutation rate genetic algorithms.