('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0025, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0025, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0025, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0025, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0025, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0025, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0025, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0025, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0025, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0025, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0025, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0025, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0025, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0025, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0025, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0025, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0025, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0025, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0025, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0025, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0025, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0025, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0025, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0025, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0025, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.005, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.005, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.005, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.005, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.005, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.005, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.005, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.005, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.005, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.005, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.005, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.005, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.005, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.005, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.005, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.005, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.005, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.005, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.005, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.005, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.005, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.005, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.005, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.005, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.005, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0075, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0075, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0075, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0075, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.0075, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0075, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0075, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0075, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0075, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.0075, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0075, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0075, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0075, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0075, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.0075, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0075, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0075, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0075, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0075, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.0075, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0075, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0075, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0075, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0075, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.0075, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.01, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.01, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.01, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.01, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0, 'alpha': 0.01, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.01, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.01, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.01, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.01, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0025, 'alpha': 0.01, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.01, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.01, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.01, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.01, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.005, 'alpha': 0.01, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.01, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.01, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.01, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.01, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.0075, 'alpha': 0.01, 'beta': 1.75, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.01, 'beta': 1.25, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.01, 'beta': 1.375, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.01, 'beta': 1.5, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.01, 'beta': 1.625, 'dt': 1.0}, 'all')
('central_force_dynamic', {'gravity': 0.01, 'alpha': 0.01, 'beta': 1.75, 'dt': 1.0}, 'all')
('differential_mutation', {'expression': 'rand', 'num_rands': 1, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 1, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 1, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 1, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 1, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 1, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 1, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 1, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 1, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 1, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 1, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 1, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 1, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 1, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 1, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 1, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 1, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 1, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 1, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 1, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 1, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 1, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 1, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 1, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 1, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 1, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 1, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 1, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 1, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 1, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 2, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 2, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 2, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 2, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 2, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 2, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 2, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 2, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 2, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 2, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 2, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 2, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 2, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 2, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 2, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 2, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 2, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 2, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 2, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 2, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 2, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 2, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 2, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 2, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 2, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 2, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 2, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 2, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 2, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 2, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 3, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 3, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 3, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 3, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand', 'num_rands': 3, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 3, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 3, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 3, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 3, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'best', 'num_rands': 3, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 3, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 3, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 3, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 3, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'current', 'num_rands': 3, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 3, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 3, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 3, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 3, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'current-to-best', 'num_rands': 3, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 3, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 3, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 3, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 3, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best', 'num_rands': 3, 'factor': 2.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 3, 'factor': 0.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 3, 'factor': 1.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 3, 'factor': 1.5}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 3, 'factor': 2.0}, 'greedy')
('differential_mutation', {'expression': 'rand-to-best-and-current', 'num_rands': 3, 'factor': 2.5}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.0, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.0, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.0, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.0, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.0, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.0, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.0, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.0, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.0, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.0, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.125, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.125, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.125, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.125, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.125, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.125, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.125, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.125, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.125, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.125, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.25, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.25, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.25, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.25, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.25, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.25, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.25, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.25, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.25, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.25, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.375, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.375, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.375, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.375, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.375, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.375, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.375, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.375, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.375, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.375, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.5, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.5, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.5, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.5, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'uniform', 'alpha': 0.5, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.5, 'beta': 1.0, 'gamma': 10.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.5, 'beta': 1.0, 'gamma': 255.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.5, 'beta': 1.0, 'gamma': 500.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.5, 'beta': 1.0, 'gamma': 745.0}, 'greedy')
('firefly_dynamic', {'epsilon': 'gaussian', 'alpha': 0.5, 'beta': 1.0, 'gamma': 990.0}, 'greedy')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'single', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'single', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'single', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'single', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'single', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'single', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'single', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'single', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'single', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'single', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'single', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'single', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'single', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'single', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'single', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'single', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'single', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'single', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'single', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'single', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'single', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'single', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'single', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'single', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'single', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'single', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'single', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'single', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'single', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'single', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'two', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'two', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'two', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'two', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'two', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'two', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'two', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'two', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'two', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'two', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'two', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'two', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'two', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'two', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'two', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'two', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'two', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'two', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'two', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'two', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'two', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'two', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'two', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'two', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'two', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'two', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'two', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'two', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'two', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'two', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'uniform', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'uniform', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'uniform', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'uniform', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'uniform', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'uniform', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'uniform', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'uniform', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'uniform', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'uniform', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'uniform', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'uniform', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'uniform', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'uniform', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'uniform', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'uniform', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'uniform', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'uniform', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'uniform', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'uniform', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'uniform', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'uniform', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'uniform', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'uniform', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'uniform', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'uniform', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'uniform', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'uniform', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'uniform', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'uniform', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'blend', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'blend', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'blend', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'blend', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'blend', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'blend', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'blend', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'blend', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'blend', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'blend', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'blend', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'blend', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'blend', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'blend', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'blend', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'blend', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'blend', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'blend', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'blend', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'blend', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'blend', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'blend', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'blend', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'blend', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'blend', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'blend', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'blend', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'blend', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'blend', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'blend', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'even-odd', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'rank', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'cost', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'random', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_2_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.9}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.1}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.30000000000000004}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.5}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.7000000000000001}, 'all')
('genetic_crossover', {'pairing': 'tournament_3_100', 'crossover': 'linear_0.5_0.5', 'mating_pool_factor': 0.9}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.1, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.1, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.1, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.1, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.1, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.1, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.1, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.1, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.1, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.1, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.30000000000000004, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.30000000000000004, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.30000000000000004, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.30000000000000004, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.30000000000000004, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.30000000000000004, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.30000000000000004, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.30000000000000004, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.30000000000000004, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.30000000000000004, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.5, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.5, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.5, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.5, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.5, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.5, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.5, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.5, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.5, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.5, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.7000000000000001, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.7000000000000001, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.7000000000000001, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.7000000000000001, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.7000000000000001, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.7000000000000001, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.7000000000000001, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.7000000000000001, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.7000000000000001, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.7000000000000001, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.9, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.0, 'mutation_rate': 0.9, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.9, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.225, 'mutation_rate': 0.9, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.9, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.45, 'mutation_rate': 0.9, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.9, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.675, 'mutation_rate': 0.9, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.9, 'distribution': 'uniform', 'sigma': 1.0}, 'all')
('genetic_mutation', {'elite_rate': 0.9, 'mutation_rate': 0.9, 'distribution': 'gaussian', 'sigma': 1.0}, 'all')
('gravitational_search', {'gravity': 0.0, 'alpha': 0.0}, 'all')
('gravitational_search', {'gravity': 0.25, 'alpha': 0.0}, 'all')
('gravitational_search', {'gravity': 0.5, 'alpha': 0.0}, 'all')
('gravitational_search', {'gravity': 0.75, 'alpha': 0.0}, 'all')
('gravitational_search', {'gravity': 1.0, 'alpha': 0.0}, 'all')
('gravitational_search', {'gravity': 0.0, 'alpha': 0.01}, 'all')
('gravitational_search', {'gravity': 0.25, 'alpha': 0.01}, 'all')
('gravitational_search', {'gravity': 0.5, 'alpha': 0.01}, 'all')
('gravitational_search', {'gravity': 0.75, 'alpha': 0.01}, 'all')
('gravitational_search', {'gravity': 1.0, 'alpha': 0.01}, 'all')
('gravitational_search', {'gravity': 0.0, 'alpha': 0.02}, 'all')
('gravitational_search', {'gravity': 0.25, 'alpha': 0.02}, 'all')
('gravitational_search', {'gravity': 0.5, 'alpha': 0.02}, 'all')
('gravitational_search', {'gravity': 0.75, 'alpha': 0.02}, 'all')
('gravitational_search', {'gravity': 1.0, 'alpha': 0.02}, 'all')
('gravitational_search', {'gravity': 0.0, 'alpha': 0.03}, 'all')
('gravitational_search', {'gravity': 0.25, 'alpha': 0.03}, 'all')
('gravitational_search', {'gravity': 0.5, 'alpha': 0.03}, 'all')
('gravitational_search', {'gravity': 0.75, 'alpha': 0.03}, 'all')
('gravitational_search', {'gravity': 1.0, 'alpha': 0.03}, 'all')
('gravitational_search', {'gravity': 0.0, 'alpha': 0.04}, 'all')
('gravitational_search', {'gravity': 0.25, 'alpha': 0.04}, 'all')
('gravitational_search', {'gravity': 0.5, 'alpha': 0.04}, 'all')
('gravitational_search', {'gravity': 0.75, 'alpha': 0.04}, 'all')
('gravitational_search', {'gravity': 1.0, 'alpha': 0.04}, 'all')
('levy_flight', {'scale': 0.1, 'beta': 1.25}, 'greedy')
('levy_flight', {'scale': 0.30000000000000004, 'beta': 1.25}, 'greedy')
('levy_flight', {'scale': 0.5, 'beta': 1.25}, 'greedy')
('levy_flight', {'scale': 0.7000000000000001, 'beta': 1.25}, 'greedy')
('levy_flight', {'scale': 0.9, 'beta': 1.25}, 'greedy')
('levy_flight', {'scale': 0.1, 'beta': 1.375}, 'greedy')
('levy_flight', {'scale': 0.30000000000000004, 'beta': 1.375}, 'greedy')
('levy_flight', {'scale': 0.5, 'beta': 1.375}, 'greedy')
('levy_flight', {'scale': 0.7000000000000001, 'beta': 1.375}, 'greedy')
('levy_flight', {'scale': 0.9, 'beta': 1.375}, 'greedy')
('levy_flight', {'scale': 0.1, 'beta': 1.5}, 'greedy')
('levy_flight', {'scale': 0.30000000000000004, 'beta': 1.5}, 'greedy')
('levy_flight', {'scale': 0.5, 'beta': 1.5}, 'greedy')
('levy_flight', {'scale': 0.7000000000000001, 'beta': 1.5}, 'greedy')
('levy_flight', {'scale': 0.9, 'beta': 1.5}, 'greedy')
('levy_flight', {'scale': 0.1, 'beta': 1.625}, 'greedy')
('levy_flight', {'scale': 0.30000000000000004, 'beta': 1.625}, 'greedy')
('levy_flight', {'scale': 0.5, 'beta': 1.625}, 'greedy')
('levy_flight', {'scale': 0.7000000000000001, 'beta': 1.625}, 'greedy')
('levy_flight', {'scale': 0.9, 'beta': 1.625}, 'greedy')
('levy_flight', {'scale': 0.1, 'beta': 1.75}, 'greedy')
('levy_flight', {'scale': 0.30000000000000004, 'beta': 1.75}, 'greedy')
('levy_flight', {'scale': 0.5, 'beta': 1.75}, 'greedy')
('levy_flight', {'scale': 0.7000000000000001, 'beta': 1.75}, 'greedy')
('levy_flight', {'scale': 0.9, 'beta': 1.75}, 'greedy')
('local_random_walk', {'probability': 0.1, 'scale': 0.1}, 'greedy')
('local_random_walk', {'probability': 0.30000000000000004, 'scale': 0.1}, 'greedy')
('local_random_walk', {'probability': 0.5, 'scale': 0.1}, 'greedy')
('local_random_walk', {'probability': 0.7000000000000001, 'scale': 0.1}, 'greedy')
('local_random_walk', {'probability': 0.9, 'scale': 0.1}, 'greedy')
('local_random_walk', {'probability': 0.1, 'scale': 0.30000000000000004}, 'greedy')
('local_random_walk', {'probability': 0.30000000000000004, 'scale': 0.30000000000000004}, 'greedy')
('local_random_walk', {'probability': 0.5, 'scale': 0.30000000000000004}, 'greedy')
('local_random_walk', {'probability': 0.7000000000000001, 'scale': 0.30000000000000004}, 'greedy')
('local_random_walk', {'probability': 0.9, 'scale': 0.30000000000000004}, 'greedy')
('local_random_walk', {'probability': 0.1, 'scale': 0.5}, 'greedy')
('local_random_walk', {'probability': 0.30000000000000004, 'scale': 0.5}, 'greedy')
('local_random_walk', {'probability': 0.5, 'scale': 0.5}, 'greedy')
('local_random_walk', {'probability': 0.7000000000000001, 'scale': 0.5}, 'greedy')
('local_random_walk', {'probability': 0.9, 'scale': 0.5}, 'greedy')
('local_random_walk', {'probability': 0.1, 'scale': 0.7000000000000001}, 'greedy')
('local_random_walk', {'probability': 0.30000000000000004, 'scale': 0.7000000000000001}, 'greedy')
('local_random_walk', {'probability': 0.5, 'scale': 0.7000000000000001}, 'greedy')
('local_random_walk', {'probability': 0.7000000000000001, 'scale': 0.7000000000000001}, 'greedy')
('local_random_walk', {'probability': 0.9, 'scale': 0.7000000000000001}, 'greedy')
('local_random_walk', {'probability': 0.1, 'scale': 0.9}, 'greedy')
('local_random_walk', {'probability': 0.30000000000000004, 'scale': 0.9}, 'greedy')
('local_random_walk', {'probability': 0.5, 'scale': 0.9}, 'greedy')
('local_random_walk', {'probability': 0.7000000000000001, 'scale': 0.9}, 'greedy')
('local_random_walk', {'probability': 0.9, 'scale': 0.9}, 'greedy')
('random_search', {'scale': 0.1}, 'greedy')
('random_search', {'scale': 0.30000000000000004}, 'greedy')
('random_search', {'scale': 0.5}, 'greedy')
('random_search', {'scale': 0.7000000000000001}, 'greedy')
('random_search', {'scale': 0.9}, 'greedy')
('rayleigh_flight', {'scale': 0.1}, 'greedy')
('rayleigh_flight', {'scale': 0.30000000000000004}, 'greedy')
('rayleigh_flight', {'scale': 0.5}, 'greedy')
('rayleigh_flight', {'scale': 0.7000000000000001}, 'greedy')
('rayleigh_flight', {'scale': 0.9}, 'greedy')
('spiral_dynamic', {'radius': 0.001, 'angle': 1.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 1.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 1.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 1.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 1.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 1.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 1.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 1.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 1.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 1.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 1.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 1.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 1.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 1.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 1.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 1.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 1.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 1.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 1.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 1.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 1.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 1.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 1.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 1.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 1.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 45.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 45.5, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 45.5, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 45.5, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 45.5, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 45.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 45.5, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 45.5, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 45.5, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 45.5, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 45.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 45.5, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 45.5, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 45.5, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 45.5, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 45.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 45.5, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 45.5, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 45.5, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 45.5, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 45.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 45.5, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 45.5, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 45.5, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 45.5, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 90.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 90.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 90.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 90.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 90.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 90.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 90.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 90.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 90.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 90.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 90.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 90.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 90.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 90.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.4955, 'angle': 90.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 90.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 90.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 90.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 90.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.74275, 'angle': 90.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 90.0, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 90.0, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 90.0, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 90.0, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.99, 'angle': 90.0, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 134.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 134.5, 'sigma': 0.125}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 134.5, 'sigma': 0.25}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 134.5, 'sigma': 0.375}, 'all')
('spiral_dynamic', {'radius': 0.001, 'angle': 134.5, 'sigma': 0.5}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 134.5, 'sigma': 0.0}, 'all')
('spiral_dynamic', {'radius': 0.24825, 'angle': 134.5, 'sigma': 0.125}, 'all')
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