def tree_plot(gb="crossover"):
prefix = "results/150_tree/"
spec = tree_config()
configs = ev.generate_configs(spec, group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=prefix)
dp.draw_plots(configs, dp.box_plot_builder, groupped_by=gb, prefix=prefix)
def v180_plot():
prefix = "results/180_0018_2/"
spec = get_v180()
gb = "crossover"
configs = ev.generate_configs(spec, group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=prefix)
dp.draw_plots(configs, dp.box_plot_builder, groupped_by=gb, prefix=prefix)
def v320_no_cross_plot():
prefix = "results/320_009_1_no_cross/"
spec = get_v320_spec_no_cross()
gb = "crossover"
configs = ev.generate_configs(spec, group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=prefix)
dp.draw_plots(configs, dp.box_plot_builder, groupped_by=gb, prefix=prefix)
def wc_plot():
prefix = "results/no_crossover/"
spec = get_wc_spec()
gb = "crossover"
configs = ev.generate_configs(spec, group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=prefix)
dp.draw_plots(configs, dp.box_plot_builder, groupped_by=gb, prefix=prefix)
def without_crossover_eval():
prefix = "results/no_crossover1/"
spec = get_wc_spec()
tries = 3
ev.evaluate(ev.generate_configs(spec), prefix, tries)
def plot_compare_all():
cd = "results/80_035_2/"
for gb in ["mutation", "population_size", "crossover", "selection"]:
configs = ev.generate_configs({}, group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=cd)
def v320_eval_compare_all():
prefix = "results/320_009_1_compare_all/"
tries = 1
spec = get_v320_spec_compare_all()
ev.evaluate(ev.generate_configs(spec), prefix, tries)
def v320_plot():
prefix = "results/320_009_1/"
gb = "succession"
configs = ev.generate_configs(get_v320_spec(), group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=prefix)
dp.draw_plots(configs, dp.box_plot_builder, groupped_by=gb, prefix=prefix)
def v320_eval():
prefix = "results/320_009_1/"
tries = 1
ev.evaluate(ev.generate_configs(get_v320_spec()), prefix, tries)
def eval_compare_all():
return ev.generate_configs(), "results/80_035_2/", 10
def plot_compare_succession():
cd = "results/succession_comparison_m/"
gb = "succession"
configs = ev.generate_configs(get_compare_succession_spec(), group_by=gb)
dp.draw_plots(configs, dp.line_plot_builder, groupped_by=gb, prefix=cd)
dp.draw_plots(configs, dp.box_plot_builder, groupped_by=gb, prefix=cd)
def eval_compare_succession():
return ev.generate_configs(
get_compare_succession_spec()), "results/succession_comparison_m/", 3
def tree_eval():
prefix = "results/150_tree/"
spec = tree_config()
fiters = 10
ev.evaluate(ev.generate_configs(spec), prefix, fiters)
def best_80_eval():
prefix = "results/best_80/"
tries = 1
spec = best_80_spec()
ev.evaluate(ev.generate_configs(spec), prefix, tries)
def v180_eval():
prefix = "results/180_0018_2/"
tries = 1
spec = get_v180()
ev.evaluate(ev.generate_configs(spec), prefix, tries)
def v320_no_cross_eval():
prefix = "results/320_009_1_no_cross/"
tries = 1
spec = get_v320_spec_no_cross()
ev.evaluate(ev.generate_configs(spec), prefix, tries)