Accuracies, run times, and statistics for genetic algorithms with various mutation rates maximizing a 3D function.
收藏f1000.figshare.com2023-05-31 更新2025-03-21 收录
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https://f1000.figshare.com/articles/dataset/Accuracies_run_times_and_statistics_for_genetic_algorithms_with_various_mutation_rates_maximizing_a_3D_function_/640020/1
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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.
在3dfloatnomut、3dfloatconstmut以及3dfloatsigmoid标签页中,展示由遗传算法找到的最大值及其收敛至该最大值所需的时间(以代数计算)。在统计标签页中,执行t检验以比较不同突变率遗传算法在准确率和收敛代数上的差异。
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