| 1 | from FramsticksLib import FramsticksLib
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| 2 | from .structures.individual import Individual
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| 3 |
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| 4 | from .frams_base.experiment_frams_niching import ExperimentFramsNiching
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| 5 |
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| 6 |
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| 7 | def main():
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| 8 | # random.seed(123) # see FramsticksLib.DETERMINISTIC below, set to True if you want full determinism
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| 9 | # must be set before FramsticksLib() constructor call
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| 10 | FramsticksLib.DETERMINISTIC = False
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| 11 | parsed_args = ExperimentFramsNiching.get_args_for_parser().parse_args()
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| 12 | Individual.fitness_set_negative_to_zero = parsed_args.fitness_set_negative_to_zero # setting the "static" field once
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| 13 | print("Argument values:", ", ".join(
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| 14 | ['%s=%s' % (arg, getattr(parsed_args, arg)) for arg in vars(parsed_args)]))
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| 15 | # multiple criteria not supported here. If needed, use FramsticksEvolution.py
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| 16 | opt_criteria = parsed_args.opt.split(",")
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| 17 | framsLib = FramsticksLib(
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| 18 | parsed_args.path, parsed_args.lib, parsed_args.sim)
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| 19 | constrains = {"max_numparts": parsed_args.max_numparts,
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| 20 | "max_numjoints": parsed_args.max_numjoints,
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| 21 | "max_numneurons": parsed_args.max_numneurons,
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| 22 | "max_numconnections": parsed_args.max_numconnections,
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| 23 | "max_numgenochars": parsed_args.max_numgenochars,
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| 24 | }
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| 25 |
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| 26 | experiment = ExperimentFramsNiching(frams_lib=framsLib,
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| 27 | optimization_criteria=opt_criteria,
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| 28 | hof_size=parsed_args.hof_size,
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| 29 | constraints=constrains,
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| 30 | normalize=parsed_args.normalize,
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| 31 | dissim=parsed_args.dissim,
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| 32 | crowding_dissim=parsed_args.crowding_dissim,
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| 33 | fit=parsed_args.fit,
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| 34 | genformat=parsed_args.genformat,
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| 35 | popsize=parsed_args.popsize,
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| 36 | archive_size=parsed_args.archive,
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| 37 | save_only_best=parsed_args.save_only_best,
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| 38 | knn_niching=parsed_args.knn_niching,
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| 39 | knn_nslc=parsed_args.knn_nslc)
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| 40 |
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| 41 | experiment.evolve(hof_savefile=parsed_args.hof_savefile,
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| 42 | generations=parsed_args.generations,
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| 43 | initialgenotype=parsed_args.initialgenotype,
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| 44 | pmut=parsed_args.pmut,
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| 45 | pxov=parsed_args.pxov,
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| 46 | tournament_size=parsed_args.tournament)
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| 47 |
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| 48 |
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| 49 | if __name__ == "__main__":
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| 50 | main()
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