Index

_

__init__() (pycellga.example.example_alpha_cga.ExampleProblem method) (pycellga.example.example_ccga.ExampleProblem method) (pycellga.example.example_cga.ExampleProblem method) (pycellga.example.example_mcccga.RealProblem method) (pycellga.example.example_sync_cga.ExampleProblem method) (pycellga.grid.Grid method) (pycellga.individual.Individual method) (pycellga.mutation.bit_flip_mutation.BitFlipMutation method) (pycellga.mutation.byte_mutation.ByteMutation method) (pycellga.mutation.byte_mutation_random.ByteMutationRandom method) (pycellga.mutation.float_uniform_mutation.FloatUniformMutation method) (pycellga.mutation.insertion_mutation.InsertionMutation method) (pycellga.mutation.shuffle_mutation.ShuffleMutation method) (pycellga.mutation.swap_mutation.SwapMutation method) (pycellga.mutation.two_opt_mutation.TwoOptMutation method) (pycellga.neighborhoods.compact_13.Compact13 method) (pycellga.neighborhoods.compact_21.Compact21 method) (pycellga.neighborhoods.compact_25.Compact25 method) (pycellga.neighborhoods.compact_9.Compact9 method) (pycellga.neighborhoods.linear_5.Linear5 method) (pycellga.neighborhoods.linear_9.Linear9 method) (pycellga.population.Population method) (pycellga.recombination.arithmetic_crossover.ArithmeticCrossover method) (pycellga.recombination.blxalpha_crossover.BlxalphaCrossover method) (pycellga.recombination.byte_one_point_crossover.ByteOnePointCrossover method) (pycellga.recombination.byte_uniform_crossover.ByteUniformCrossover method) (pycellga.recombination.flat_crossover.FlatCrossover method) (pycellga.recombination.linear_crossover.LinearCrossover method) (pycellga.recombination.one_point_crossover.OnePointCrossover method) (pycellga.recombination.pmx_crossover.PMXCrossover method) (pycellga.recombination.two_point_crossover.TwoPointCrossover method) (pycellga.recombination.unfair_avarage_crossover.UnfairAvarageCrossover method) (pycellga.recombination.uniform_crossover.UniformCrossover method) (pycellga.selection.roulette_wheel_selection.RouletteWheelSelection method) (pycellga.selection.tournament_selection.TournamentSelection method) (pycellga.tests.test_optimizer_alpha_cga.BinaryProblem method) (pycellga.tests.test_optimizer_alpha_cga.PermutationProblem method) (pycellga.tests.test_optimizer_alpha_cga.RealProblem method) (pycellga.tests.test_optimizer_ccga.BinaryProblem method) (pycellga.tests.test_optimizer_cga.BinaryProblem method) (pycellga.tests.test_optimizer_cga.PermutationProblem method) (pycellga.tests.test_optimizer_cga.RealProblem method) (pycellga.tests.test_optimizer_mccga.RealProblem method) (pycellga.tests.test_optimizer_sync_cga.BinaryProblem method) (pycellga.tests.test_optimizer_sync_cga.PermutationProblem method) (pycellga.tests.test_optimizer_sync_cga.RealProblem method)

A

AbstractProblem (class in pycellga.problems.abstract_problem) Ackley (class in pycellga.problems.single_objective.continuous.ackley)

ALPHA_CGA (pycellga.population.OptimizationMethod attribute) alpha_cga() (in module pycellga.optimizer) ArithmeticCrossover (class in pycellga.recombination.arithmetic_crossover)

B

Bentcigar (class in pycellga.problems.single_objective.continuous.bentcigar) BINARY (pycellga.individual.GeneType attribute) BinaryProblem (class in pycellga.tests.test_optimizer_alpha_cga) (class in pycellga.tests.test_optimizer_ccga) (class in pycellga.tests.test_optimizer_cga) (class in pycellga.tests.test_optimizer_sync_cga) BitFlipMutation (class in pycellga.mutation.bit_flip_mutation)

bits_to_float() (in module pycellga.byte_operators) bits_to_floats() (in module pycellga.byte_operators) BlxalphaCrossover (class in pycellga.recombination.blxalpha_crossover) Bohachevsky (class in pycellga.problems.single_objective.continuous.bohachevsky) ByteMutation (class in pycellga.mutation.byte_mutation) ByteMutationRandom (class in pycellga.mutation.byte_mutation_random) ByteOnePointCrossover (class in pycellga.recombination.byte_one_point_crossover) ByteUniformCrossover (class in pycellga.recombination.byte_uniform_crossover)

C

calculate_neighbors_positions() (pycellga.neighborhoods.compact_13.Compact13 method) (pycellga.neighborhoods.compact_21.Compact21 method) (pycellga.neighborhoods.compact_25.Compact25 method) (pycellga.neighborhoods.compact_9.Compact9 method) (pycellga.neighborhoods.linear_5.Linear5 method) (pycellga.neighborhoods.linear_9.Linear9 method) CCGA (pycellga.population.OptimizationMethod attribute) ccga() (in module pycellga.optimizer) CGA (pycellga.population.OptimizationMethod attribute) cga() (in module pycellga.optimizer) ch_size (pycellga.individual.Individual attribute) (pycellga.population.Population attribute)

Chichinadze (class in pycellga.problems.single_objective.continuous.chichinadze) chromosome (pycellga.individual.Individual attribute) combine() (pycellga.recombination.blxalpha_crossover.BlxalphaCrossover method) (pycellga.recombination.byte_uniform_crossover.ByteUniformCrossover method) (pycellga.recombination.flat_crossover.FlatCrossover method) (pycellga.recombination.linear_crossover.LinearCrossover method) (pycellga.recombination.uniform_crossover.UniformCrossover method) Compact13 (class in pycellga.neighborhoods.compact_13) Compact21 (class in pycellga.neighborhoods.compact_21) Compact25 (class in pycellga.neighborhoods.compact_25) Compact9 (class in pycellga.neighborhoods.compact_9) compete() (in module pycellga.optimizer) CountSat (class in pycellga.problems.single_objective.discrete.binary.count_sat)

D

Dropwave (class in pycellga.problems.single_objective.continuous.dropwave)

E

Ecc (class in pycellga.problems.single_objective.discrete.binary.ecc) ecc_instance() (in module pycellga.tests.test_ecc) euclidean_dist() (pycellga.problems.single_objective.discrete.permutation.tsp.Tsp method)

ExampleProblem (class in pycellga.example.example_alpha_cga) (class in pycellga.example.example_ccga) (class in pycellga.example.example_cga) (class in pycellga.example.example_sync_cga)

F

f() (pycellga.example.example_alpha_cga.ExampleProblem method) (pycellga.example.example_ccga.ExampleProblem method) (pycellga.example.example_cga.ExampleProblem method) (pycellga.example.example_mcccga.RealProblem method) (pycellga.example.example_sync_cga.ExampleProblem method) (pycellga.problems.abstract_problem.AbstractProblem method), [1] (pycellga.problems.single_objective.continuous.ackley.Ackley method), [1] (pycellga.problems.single_objective.continuous.bentcigar.Bentcigar method), [1] (pycellga.problems.single_objective.continuous.bohachevsky.Bohachevsky method), [1] (pycellga.problems.single_objective.continuous.chichinadze.Chichinadze method), [1] (pycellga.problems.single_objective.continuous.dropwave.Dropwave method), [1] (pycellga.problems.single_objective.continuous.fms.Fms method), [1] (pycellga.problems.single_objective.continuous.griewank.Griewank method), [1] (pycellga.problems.single_objective.continuous.holzman.Holzman method), [1] (pycellga.problems.single_objective.continuous.levy.Levy method), [1] (pycellga.problems.single_objective.continuous.matyas.Matyas method), [1] (pycellga.problems.single_objective.continuous.pow.Pow method), [1] (pycellga.problems.single_objective.continuous.powell.Powell method), [1] (pycellga.problems.single_objective.continuous.rastrigin.Rastrigin method), [1] (pycellga.problems.single_objective.continuous.rosenbrock.Rosenbrock method), [1] (pycellga.problems.single_objective.continuous.rothellipsoid.Rothellipsoid method), [1] (pycellga.problems.single_objective.continuous.schaffer.Schaffer method), [1] (pycellga.problems.single_objective.continuous.schaffer2.Schaffer2 method), [1] (pycellga.problems.single_objective.continuous.schwefel.Schwefel method), [1] (pycellga.problems.single_objective.continuous.sphere.Sphere method), [1] (pycellga.problems.single_objective.continuous.styblinskitang.StyblinskiTang method), [1] (pycellga.problems.single_objective.continuous.sumofdifferentpowers.Sumofdifferentpowers method) (pycellga.problems.single_objective.continuous.threehumps.Threehumps method), [1] (pycellga.problems.single_objective.continuous.zakharov.Zakharov method), [1] (pycellga.problems.single_objective.continuous.zettle.Zettle method), [1] (pycellga.problems.single_objective.discrete.binary.count_sat.CountSat method), [1] (pycellga.problems.single_objective.discrete.binary.ecc.Ecc method), [1] (pycellga.problems.single_objective.discrete.binary.fms.Fms method), [1] (pycellga.problems.single_objective.discrete.binary.maxcut100.Maxcut100 method), [1] (pycellga.problems.single_objective.discrete.binary.maxcut20_01.Maxcut20_01 method), [1] (pycellga.problems.single_objective.discrete.binary.maxcut20_09.Maxcut20_09 method), [1] (pycellga.problems.single_objective.discrete.binary.mmdp.Mmdp method), [1] (pycellga.problems.single_objective.discrete.binary.one_max.OneMax method), [1] (pycellga.problems.single_objective.discrete.binary.peak.Peak method), [1] (pycellga.problems.single_objective.discrete.permutation.tsp.Tsp method) (pycellga.tests.test_arithmetic_crossover.MockProblem method) (pycellga.tests.test_blxalpha_crossover.MockProblem method) (pycellga.tests.test_byte_mutation.MockProblem method) (pycellga.tests.test_byte_mutation_random.MockProblem method) (pycellga.tests.test_byte_one_point_crossover.MockProblem method) (pycellga.tests.test_byte_uniform_crossover.MockProblem method) (pycellga.tests.test_flat_crossover.MockProblem method) (pycellga.tests.test_float_uniform_mutation.MockProblem method) (pycellga.tests.test_linear_crossover.MockProblem method) (pycellga.tests.test_optimizer_alpha_cga.BinaryProblem method) (pycellga.tests.test_optimizer_alpha_cga.PermutationProblem method) (pycellga.tests.test_optimizer_alpha_cga.RealProblem method) (pycellga.tests.test_optimizer_ccga.BinaryProblem method) (pycellga.tests.test_optimizer_cga.BinaryProblem method) (pycellga.tests.test_optimizer_cga.PermutationProblem method) (pycellga.tests.test_optimizer_cga.RealProblem method) (pycellga.tests.test_optimizer_mccga.RealProblem method) (pycellga.tests.test_optimizer_sync_cga.BinaryProblem method) (pycellga.tests.test_optimizer_sync_cga.PermutationProblem method) (pycellga.tests.test_optimizer_sync_cga.RealProblem method) (pycellga.tests.test_population.MockProblem method), [1] (pycellga.tests.test_pow_function.Pow method), [1] (pycellga.tests.test_unfair_average_crossover.MockProblem method)

fitness_value (pycellga.individual.Individual attribute) FlatCrossover (class in pycellga.recombination.flat_crossover) float_to_bits() (in module pycellga.byte_operators) floats_to_bits() (in module pycellga.byte_operators) FloatUniformMutation (class in pycellga.mutation.float_uniform_mutation) Fms (class in pycellga.problems.single_objective.continuous.fms) (class in pycellga.problems.single_objective.discrete.binary.fms) fms_instance() (in module pycellga.tests.test_fms)

G

gen_type (pycellga.individual.Individual attribute) (pycellga.population.Population attribute) generate_candidate() (pycellga.individual.Individual method) generate_probability_vector() (in module pycellga.optimizer) GeneType (class in pycellga.individual) get_parents() (pycellga.selection.roulette_wheel_selection.RouletteWheelSelection method) (pycellga.selection.selection_operator.SelectionOperator method) (pycellga.selection.tournament_selection.TournamentSelection method) get_recombinations() (pycellga.recombination.arithmetic_crossover.ArithmeticCrossover method) (pycellga.recombination.blxalpha_crossover.BlxalphaCrossover method) (pycellga.recombination.byte_one_point_crossover.ByteOnePointCrossover method) (pycellga.recombination.byte_uniform_crossover.ByteUniformCrossover method) (pycellga.recombination.flat_crossover.FlatCrossover method) (pycellga.recombination.linear_crossover.LinearCrossover method) (pycellga.recombination.one_point_crossover.OnePointCrossover method) (pycellga.recombination.pmx_crossover.PMXCrossover method) (pycellga.recombination.recombination_operator.RecombinationOperator method) (pycellga.recombination.two_point_crossover.TwoPointCrossover method) (pycellga.recombination.unfair_avarage_crossover.UnfairAvarageCrossover method) (pycellga.recombination.uniform_crossover.UniformCrossover method)

getneighbors() (pycellga.individual.Individual method) getneighbors_positions() (pycellga.individual.Individual method) gographical_dist() (pycellga.problems.single_objective.discrete.permutation.tsp.Tsp method) Grid (class in pycellga.grid) Griewank (class in pycellga.problems.single_objective.continuous.griewank)

H

Holzman (class in pycellga.problems.single_objective.continuous.holzman)

I

Individual (class in pycellga.individual)

initial_population() (pycellga.population.Population method) InsertionMutation (class in pycellga.mutation.insertion_mutation)

L

Levy (class in pycellga.problems.single_objective.continuous.levy) Linear5 (class in pycellga.neighborhoods.linear_5)

Linear9 (class in pycellga.neighborhoods.linear_9) LinearCrossover (class in pycellga.recombination.linear_crossover)

M

make_2d_grid() (pycellga.grid.Grid method) Matyas (class in pycellga.problems.single_objective.continuous.matyas) Maxcut100 (class in pycellga.problems.single_objective.discrete.binary.maxcut100) Maxcut20_01 (class in pycellga.problems.single_objective.discrete.binary.maxcut20_01) Maxcut20_09 (class in pycellga.problems.single_objective.discrete.binary.maxcut20_09) maxcut_instance() (in module pycellga.tests.test_maxcut100) (in module pycellga.tests.test_maxcut20_01) (in module pycellga.tests.test_maxcut20_09) MCCCGA (pycellga.population.OptimizationMethod attribute) mcccga() (in module pycellga.optimizer) method_name (pycellga.population.Population attribute) Mmdp (class in pycellga.problems.single_objective.discrete.binary.mmdp) mmdp_instance() (in module pycellga.tests.test_mmdp) MockProblem (class in pycellga.tests.test_arithmetic_crossover) (class in pycellga.tests.test_blxalpha_crossover) (class in pycellga.tests.test_byte_mutation) (class in pycellga.tests.test_byte_mutation_random) (class in pycellga.tests.test_byte_one_point_crossover) (class in pycellga.tests.test_byte_uniform_crossover) (class in pycellga.tests.test_flat_crossover) (class in pycellga.tests.test_float_uniform_mutation) (class in pycellga.tests.test_linear_crossover) (class in pycellga.tests.test_population) (class in pycellga.tests.test_unfair_average_crossover) module pycellga pycellga.byte_operators pycellga.example pycellga.example.example_alpha_cga pycellga.example.example_ccga pycellga.example.example_cga pycellga.example.example_mcccga pycellga.example.example_sync_cga pycellga.grid pycellga.individual pycellga.mutation pycellga.mutation.bit_flip_mutation pycellga.mutation.byte_mutation pycellga.mutation.byte_mutation_random pycellga.mutation.float_uniform_mutation pycellga.mutation.insertion_mutation pycellga.mutation.mutation_operator pycellga.mutation.shuffle_mutation pycellga.mutation.swap_mutation pycellga.mutation.two_opt_mutation pycellga.neighborhoods pycellga.neighborhoods.compact_13 pycellga.neighborhoods.compact_21 pycellga.neighborhoods.compact_25 pycellga.neighborhoods.compact_9 pycellga.neighborhoods.linear_5 pycellga.neighborhoods.linear_9 pycellga.optimizer pycellga.population pycellga.problems pycellga.problems.abstract_problem pycellga.problems.single_objective pycellga.problems.single_objective.continuous pycellga.problems.single_objective.continuous.ackley pycellga.problems.single_objective.continuous.bentcigar pycellga.problems.single_objective.continuous.bohachevsky pycellga.problems.single_objective.continuous.chichinadze pycellga.problems.single_objective.continuous.dropwave pycellga.problems.single_objective.continuous.fms pycellga.problems.single_objective.continuous.griewank pycellga.problems.single_objective.continuous.holzman pycellga.problems.single_objective.continuous.levy pycellga.problems.single_objective.continuous.matyas pycellga.problems.single_objective.continuous.pow pycellga.problems.single_objective.continuous.powell pycellga.problems.single_objective.continuous.rastrigin pycellga.problems.single_objective.continuous.rosenbrock pycellga.problems.single_objective.continuous.rothellipsoid pycellga.problems.single_objective.continuous.schaffer pycellga.problems.single_objective.continuous.schaffer2 pycellga.problems.single_objective.continuous.schwefel pycellga.problems.single_objective.continuous.sphere pycellga.problems.single_objective.continuous.styblinskitang pycellga.problems.single_objective.continuous.sumofdifferentpowers pycellga.problems.single_objective.continuous.threehumps pycellga.problems.single_objective.continuous.zakharov pycellga.problems.single_objective.continuous.zettle pycellga.problems.single_objective.discrete pycellga.problems.single_objective.discrete.binary pycellga.problems.single_objective.discrete.binary.count_sat pycellga.problems.single_objective.discrete.binary.ecc pycellga.problems.single_objective.discrete.binary.fms pycellga.problems.single_objective.discrete.binary.maxcut100 pycellga.problems.single_objective.discrete.binary.maxcut20_01 pycellga.problems.single_objective.discrete.binary.maxcut20_09 pycellga.problems.single_objective.discrete.binary.mmdp pycellga.problems.single_objective.discrete.binary.one_max pycellga.problems.single_objective.discrete.binary.peak pycellga.problems.single_objective.discrete.permutation pycellga.problems.single_objective.discrete.permutation.tsp pycellga.recombination pycellga.recombination.arithmetic_crossover pycellga.recombination.blxalpha_crossover pycellga.recombination.byte_one_point_crossover pycellga.recombination.byte_uniform_crossover pycellga.recombination.flat_crossover pycellga.recombination.linear_crossover pycellga.recombination.one_point_crossover pycellga.recombination.pmx_crossover pycellga.recombination.recombination_operator pycellga.recombination.two_point_crossover pycellga.recombination.unfair_avarage_crossover pycellga.recombination.uniform_crossover pycellga.selection pycellga.selection.roulette_wheel_selection pycellga.selection.selection_operator pycellga.selection.tournament_selection pycellga.tests pycellga.tests.conftest pycellga.tests.test_ackley pycellga.tests.test_arithmetic_crossover pycellga.tests.test_bentcigar_function pycellga.tests.test_bit_flip_mutation pycellga.tests.test_blxalpha_crossover pycellga.tests.test_bohachevsky pycellga.tests.test_byte_mutation pycellga.tests.test_byte_mutation_random pycellga.tests.test_byte_one_point_crossover pycellga.tests.test_byte_operators pycellga.tests.test_byte_uniform_crossover pycellga.tests.test_chichinadze_function pycellga.tests.test_compact_13 pycellga.tests.test_compact_21 pycellga.tests.test_compact_25 pycellga.tests.test_compact_9 pycellga.tests.test_count_sat pycellga.tests.test_dropwave_function pycellga.tests.test_ecc pycellga.tests.test_flat_crossover pycellga.tests.test_float_uniform_mutation pycellga.tests.test_fms pycellga.tests.test_grid pycellga.tests.test_griewank_function pycellga.tests.test_holzman_function pycellga.tests.test_individual pycellga.tests.test_insertion_mutation pycellga.tests.test_levy_function pycellga.tests.test_linear_5 pycellga.tests.test_linear_9 pycellga.tests.test_linear_crossover pycellga.tests.test_matyas_function pycellga.tests.test_maxcut100 pycellga.tests.test_maxcut20_01 pycellga.tests.test_maxcut20_09 pycellga.tests.test_mmdp pycellga.tests.test_one_max pycellga.tests.test_one_point_crossover pycellga.tests.test_optimizer_alpha_cga pycellga.tests.test_optimizer_ccga pycellga.tests.test_optimizer_cga pycellga.tests.test_optimizer_mccga pycellga.tests.test_optimizer_sync_cga pycellga.tests.test_peak pycellga.tests.test_pmx_crossover pycellga.tests.test_population pycellga.tests.test_pow_function pycellga.tests.test_powell_function pycellga.tests.test_rastrigin pycellga.tests.test_rosenbrock pycellga.tests.test_rothellipsoid_function pycellga.tests.test_roulette_wheel_selection pycellga.tests.test_schaffer2_function pycellga.tests.test_schaffer_function pycellga.tests.test_schwefel pycellga.tests.test_shuffle_mutation pycellga.tests.test_sphere pycellga.tests.test_styblinskitang_function pycellga.tests.test_sumofdifferentpowers_function pycellga.tests.test_swap_mutation pycellga.tests.test_threehumps_function pycellga.tests.test_tournament_selection pycellga.tests.test_tsp pycellga.tests.test_two_opt_mutation pycellga.tests.test_two_point_crossover pycellga.tests.test_unfair_average_crossover pycellga.tests.test_uniform_crossover pycellga.tests.test_zakharov_function pycellga.tests.test_zettle_function

mutate() (pycellga.mutation.bit_flip_mutation.BitFlipMutation method) (pycellga.mutation.byte_mutation.ByteMutation method) (pycellga.mutation.byte_mutation_random.ByteMutationRandom method) (pycellga.mutation.float_uniform_mutation.FloatUniformMutation method) (pycellga.mutation.insertion_mutation.InsertionMutation method) (pycellga.mutation.mutation_operator.MutationOperator method) (pycellga.mutation.shuffle_mutation.ShuffleMutation method) (pycellga.mutation.swap_mutation.SwapMutation method) (pycellga.mutation.two_opt_mutation.TwoOptMutation method) MutationOperator (class in pycellga.mutation.mutation_operator)

N

n_cols (pycellga.grid.Grid attribute) (pycellga.population.Population attribute) n_rows (pycellga.grid.Grid attribute) (pycellga.population.Population attribute) neighbors (pycellga.individual.Individual attribute) neighbors_positions (pycellga.individual.Individual attribute) None (pycellga.problems.single_objective.continuous.ackley.Ackley attribute) (pycellga.problems.single_objective.continuous.bentcigar.Bentcigar attribute) (pycellga.problems.single_objective.continuous.bohachevsky.Bohachevsky attribute) (pycellga.problems.single_objective.continuous.chichinadze.Chichinadze attribute) (pycellga.problems.single_objective.continuous.fms.Fms attribute) (pycellga.problems.single_objective.continuous.holzman.Holzman attribute) (pycellga.problems.single_objective.continuous.levy.Levy attribute) (pycellga.problems.single_objective.continuous.matyas.Matyas attribute) (pycellga.problems.single_objective.continuous.pow.Pow attribute) (pycellga.problems.single_objective.continuous.powell.Powell attribute) (pycellga.problems.single_objective.continuous.rastrigin.Rastrigin attribute) (pycellga.problems.single_objective.continuous.rosenbrock.Rosenbrock attribute) (pycellga.problems.single_objective.continuous.rothellipsoid.Rothellipsoid attribute) (pycellga.problems.single_objective.continuous.schaffer2.Schaffer2 attribute) (pycellga.problems.single_objective.continuous.schwefel.Schwefel attribute) (pycellga.problems.single_objective.continuous.sphere.Sphere attribute) (pycellga.problems.single_objective.continuous.styblinskitang.StyblinskiTang attribute) (pycellga.problems.single_objective.continuous.threehumps.Threehumps attribute) (pycellga.problems.single_objective.continuous.zakharov.Zakharov attribute) (pycellga.problems.single_objective.continuous.zettle.Zettle attribute) (pycellga.problems.single_objective.discrete.binary.count_sat.CountSat attribute) (pycellga.problems.single_objective.discrete.binary.ecc.Ecc attribute) (pycellga.problems.single_objective.discrete.binary.fms.Fms attribute) (pycellga.problems.single_objective.discrete.binary.maxcut100.Maxcut100 attribute) (pycellga.problems.single_objective.discrete.binary.maxcut20_01.Maxcut20_01 attribute) (pycellga.problems.single_objective.discrete.binary.maxcut20_09.Maxcut20_09 attribute) (pycellga.problems.single_objective.discrete.binary.mmdp.Mmdp attribute) (pycellga.problems.single_objective.discrete.binary.one_max.OneMax attribute) (pycellga.problems.single_objective.discrete.binary.peak.Peak attribute) (pycellga.tests.test_pow_function.Pow attribute)

O

OneMax (class in pycellga.problems.single_objective.discrete.binary.one_max)

OnePointCrossover (class in pycellga.recombination.one_point_crossover) OptimizationMethod (class in pycellga.population)

P

Peak (class in pycellga.problems.single_objective.discrete.binary.peak) peak_instance() (in module pycellga.tests.test_peak) PERMUTATION (pycellga.individual.GeneType attribute) PermutationProblem (class in pycellga.tests.test_optimizer_alpha_cga) (class in pycellga.tests.test_optimizer_cga) (class in pycellga.tests.test_optimizer_sync_cga) PMXCrossover (class in pycellga.recombination.pmx_crossover) Population (class in pycellga.population) position (pycellga.individual.Individual attribute) Pow (class in pycellga.problems.single_objective.continuous.pow) (class in pycellga.tests.test_pow_function) Powell (class in pycellga.problems.single_objective.continuous.powell) problem (pycellga.population.Population attribute) pycellga module pycellga.byte_operators module pycellga.example module pycellga.example.example_alpha_cga module pycellga.example.example_ccga module pycellga.example.example_cga module pycellga.example.example_mcccga module pycellga.example.example_sync_cga module pycellga.grid module pycellga.individual module pycellga.mutation module pycellga.mutation.bit_flip_mutation module pycellga.mutation.byte_mutation module pycellga.mutation.byte_mutation_random module pycellga.mutation.float_uniform_mutation module pycellga.mutation.insertion_mutation module pycellga.mutation.mutation_operator module pycellga.mutation.shuffle_mutation module pycellga.mutation.swap_mutation module pycellga.mutation.two_opt_mutation module pycellga.neighborhoods module pycellga.neighborhoods.compact_13 module pycellga.neighborhoods.compact_21 module pycellga.neighborhoods.compact_25 module pycellga.neighborhoods.compact_9 module pycellga.neighborhoods.linear_5 module pycellga.neighborhoods.linear_9 module pycellga.optimizer module pycellga.population module pycellga.problems module pycellga.problems.abstract_problem module pycellga.problems.single_objective module pycellga.problems.single_objective.continuous module pycellga.problems.single_objective.continuous.ackley module pycellga.problems.single_objective.continuous.bentcigar module pycellga.problems.single_objective.continuous.bohachevsky module pycellga.problems.single_objective.continuous.chichinadze module pycellga.problems.single_objective.continuous.dropwave module pycellga.problems.single_objective.continuous.fms module pycellga.problems.single_objective.continuous.griewank module pycellga.problems.single_objective.continuous.holzman module pycellga.problems.single_objective.continuous.levy module pycellga.problems.single_objective.continuous.matyas module pycellga.problems.single_objective.continuous.pow module pycellga.problems.single_objective.continuous.powell module pycellga.problems.single_objective.continuous.rastrigin module pycellga.problems.single_objective.continuous.rosenbrock module pycellga.problems.single_objective.continuous.rothellipsoid module pycellga.problems.single_objective.continuous.schaffer module pycellga.problems.single_objective.continuous.schaffer2 module pycellga.problems.single_objective.continuous.schwefel module pycellga.problems.single_objective.continuous.sphere module pycellga.problems.single_objective.continuous.styblinskitang module pycellga.problems.single_objective.continuous.sumofdifferentpowers module pycellga.problems.single_objective.continuous.threehumps module pycellga.problems.single_objective.continuous.zakharov module pycellga.problems.single_objective.continuous.zettle module pycellga.problems.single_objective.discrete module pycellga.problems.single_objective.discrete.binary module pycellga.problems.single_objective.discrete.binary.count_sat module pycellga.problems.single_objective.discrete.binary.ecc module pycellga.problems.single_objective.discrete.binary.fms module pycellga.problems.single_objective.discrete.binary.maxcut100 module pycellga.problems.single_objective.discrete.binary.maxcut20_01 module pycellga.problems.single_objective.discrete.binary.maxcut20_09 module pycellga.problems.single_objective.discrete.binary.mmdp module pycellga.problems.single_objective.discrete.binary.one_max module pycellga.problems.single_objective.discrete.binary.peak module pycellga.problems.single_objective.discrete.permutation module pycellga.problems.single_objective.discrete.permutation.tsp module pycellga.recombination module pycellga.recombination.arithmetic_crossover module pycellga.recombination.blxalpha_crossover module pycellga.recombination.byte_one_point_crossover module pycellga.recombination.byte_uniform_crossover module pycellga.recombination.flat_crossover module

pycellga.recombination.linear_crossover module pycellga.recombination.one_point_crossover module pycellga.recombination.pmx_crossover module pycellga.recombination.recombination_operator module pycellga.recombination.two_point_crossover module pycellga.recombination.unfair_avarage_crossover module pycellga.recombination.uniform_crossover module pycellga.selection module pycellga.selection.roulette_wheel_selection module pycellga.selection.selection_operator module pycellga.selection.tournament_selection module pycellga.tests module pycellga.tests.conftest module pycellga.tests.test_ackley module pycellga.tests.test_arithmetic_crossover module pycellga.tests.test_bentcigar_function module pycellga.tests.test_bit_flip_mutation module pycellga.tests.test_blxalpha_crossover module pycellga.tests.test_bohachevsky module pycellga.tests.test_byte_mutation module pycellga.tests.test_byte_mutation_random module pycellga.tests.test_byte_one_point_crossover module pycellga.tests.test_byte_operators module pycellga.tests.test_byte_uniform_crossover module pycellga.tests.test_chichinadze_function module pycellga.tests.test_compact_13 module pycellga.tests.test_compact_21 module pycellga.tests.test_compact_25 module pycellga.tests.test_compact_9 module pycellga.tests.test_count_sat module pycellga.tests.test_dropwave_function module pycellga.tests.test_ecc module pycellga.tests.test_flat_crossover module pycellga.tests.test_float_uniform_mutation module pycellga.tests.test_fms module pycellga.tests.test_grid module pycellga.tests.test_griewank_function module pycellga.tests.test_holzman_function module pycellga.tests.test_individual module pycellga.tests.test_insertion_mutation module pycellga.tests.test_levy_function module pycellga.tests.test_linear_5 module pycellga.tests.test_linear_9 module pycellga.tests.test_linear_crossover module pycellga.tests.test_matyas_function module pycellga.tests.test_maxcut100 module pycellga.tests.test_maxcut20_01 module pycellga.tests.test_maxcut20_09 module pycellga.tests.test_mmdp module pycellga.tests.test_one_max module pycellga.tests.test_one_point_crossover module pycellga.tests.test_optimizer_alpha_cga module pycellga.tests.test_optimizer_ccga module pycellga.tests.test_optimizer_cga module pycellga.tests.test_optimizer_mccga module pycellga.tests.test_optimizer_sync_cga module pycellga.tests.test_peak module pycellga.tests.test_pmx_crossover module pycellga.tests.test_population module pycellga.tests.test_pow_function module pycellga.tests.test_powell_function module pycellga.tests.test_rastrigin module pycellga.tests.test_rosenbrock module pycellga.tests.test_rothellipsoid_function module pycellga.tests.test_roulette_wheel_selection module pycellga.tests.test_schaffer2_function module pycellga.tests.test_schaffer_function module pycellga.tests.test_schwefel module pycellga.tests.test_shuffle_mutation module pycellga.tests.test_sphere module pycellga.tests.test_styblinskitang_function module pycellga.tests.test_sumofdifferentpowers_function module pycellga.tests.test_swap_mutation module pycellga.tests.test_threehumps_function module pycellga.tests.test_tournament_selection module pycellga.tests.test_tsp module pycellga.tests.test_two_opt_mutation module pycellga.tests.test_two_point_crossover module pycellga.tests.test_unfair_average_crossover module pycellga.tests.test_uniform_crossover module pycellga.tests.test_zakharov_function module pycellga.tests.test_zettle_function module

R

random_vector_between() (in module pycellga.optimizer) randomize() (pycellga.individual.Individual method) Rastrigin (class in pycellga.problems.single_objective.continuous.rastrigin) REAL (pycellga.individual.GeneType attribute) RealProblem (class in pycellga.example.example_mcccga) (class in pycellga.tests.test_optimizer_alpha_cga) (class in pycellga.tests.test_optimizer_cga) (class in pycellga.tests.test_optimizer_mccga) (class in pycellga.tests.test_optimizer_sync_cga)

RecombinationOperator (class in pycellga.recombination.recombination_operator) Rosenbrock (class in pycellga.problems.single_objective.continuous.rosenbrock) Rothellipsoid (class in pycellga.problems.single_objective.continuous.rothellipsoid) RouletteWheelSelection (class in pycellga.selection.roulette_wheel_selection) run_alpha_cga_example() (in module pycellga.example.example_alpha_cga) run_ccga_example() (in module pycellga.example.example_ccga) run_cga_example() (in module pycellga.example.example_cga) run_mcccga_example() (in module pycellga.example.example_mcccga) run_sync_cga_example() (in module pycellga.example.example_sync_cga)

S

sample() (in module pycellga.optimizer) Schaffer (class in pycellga.problems.single_objective.continuous.schaffer) Schaffer2 (class in pycellga.problems.single_objective.continuous.schaffer2) Schwefel (class in pycellga.problems.single_objective.continuous.schwefel) SelectionOperator (class in pycellga.selection.selection_operator) setneighbors() (pycellga.individual.Individual method) setneighbors_positions() (pycellga.individual.Individual method) setup_bentcigar() (in module pycellga.tests.test_bentcigar_function) setup_chichinadze() (in module pycellga.tests.test_chichinadze_function) setup_dropwave() (in module pycellga.tests.test_dropwave_function) setup_griewank() (in module pycellga.tests.test_griewank_function) setup_holzman() (in module pycellga.tests.test_holzman_function) setup_individual() (in module pycellga.tests.test_byte_mutation) (in module pycellga.tests.test_byte_mutation_random) (in module pycellga.tests.test_float_uniform_mutation) (in module pycellga.tests.test_individual) setup_levy() (in module pycellga.tests.test_levy_function) setup_matyas() (in module pycellga.tests.test_matyas_function) setup_parents() (in module pycellga.tests.test_arithmetic_crossover) (in module pycellga.tests.test_blxalpha_crossover) (in module pycellga.tests.test_byte_one_point_crossover) (in module pycellga.tests.test_byte_uniform_crossover) (in module pycellga.tests.test_flat_crossover) (in module pycellga.tests.test_linear_crossover) (in module pycellga.tests.test_unfair_average_crossover)

setup_population() (in module pycellga.tests.test_population) setup_powell() (in module pycellga.tests.test_powell_function) setup_problem() (in module pycellga.tests.test_arithmetic_crossover) (in module pycellga.tests.test_blxalpha_crossover) (in module pycellga.tests.test_byte_mutation) (in module pycellga.tests.test_byte_mutation_random) (in module pycellga.tests.test_byte_one_point_crossover) (in module pycellga.tests.test_byte_uniform_crossover) (in module pycellga.tests.test_flat_crossover) (in module pycellga.tests.test_float_uniform_mutation) (in module pycellga.tests.test_linear_crossover) (in module pycellga.tests.test_unfair_average_crossover) setup_rothellipsoid() (in module pycellga.tests.test_rothellipsoid_function) setup_schaffer() (in module pycellga.tests.test_schaffer_function) setup_schaffer2() (in module pycellga.tests.test_schaffer2_function) setup_styblinski_tang() (in module pycellga.tests.test_styblinskitang_function) setup_sumofdifferentpowers() (in module pycellga.tests.test_sumofdifferentpowers_function) setup_threehumps() (in module pycellga.tests.test_threehumps_function) setup_zettle() (in module pycellga.tests.test_zettle_function) ShuffleMutation (class in pycellga.mutation.shuffle_mutation) Sphere (class in pycellga.problems.single_objective.continuous.sphere) StyblinskiTang (class in pycellga.problems.single_objective.continuous.styblinskitang) Sumofdifferentpowers (class in pycellga.problems.single_objective.continuous.sumofdifferentpowers) SwapMutation (class in pycellga.mutation.swap_mutation) sync_cga() (in module pycellga.optimizer) SYNCGA (pycellga.population.OptimizationMethod attribute)

T

test_ackley() (in module pycellga.tests.test_ackley) test_arithmetic_crossover() (in module pycellga.tests.test_arithmetic_crossover) test_bentcigar_function() (in module pycellga.tests.test_bentcigar_function) test_bit_flip_mutation() (in module pycellga.tests.test_bit_flip_mutation) test_bits_to_float() (in module pycellga.tests.test_byte_operators) test_bits_to_floats() (in module pycellga.tests.test_byte_operators) test_blxalpha_crossover() (in module pycellga.tests.test_blxalpha_crossover) test_bohachevsky() (in module pycellga.tests.test_bohachevsky) test_byte_mutation() (in module pycellga.tests.test_byte_mutation) test_byte_mutation_random() (in module pycellga.tests.test_byte_mutation_random) test_byte_one_point_crossover() (in module pycellga.tests.test_byte_one_point_crossover) test_byte_uniform_crossover() (in module pycellga.tests.test_byte_uniform_crossover) test_chichinadze_function() (in module pycellga.tests.test_chichinadze_function) test_compact_13() (in module pycellga.tests.test_compact_13) test_compact_21() (in module pycellga.tests.test_compact_21) test_compact_25() (in module pycellga.tests.test_compact_25) test_compact_9() (in module pycellga.tests.test_compact_9) test_count_sat() (in module pycellga.tests.test_count_sat) test_dropwave_function() (in module pycellga.tests.test_dropwave_function) test_ecc() (in module pycellga.tests.test_ecc) test_fitness_evaluation() (in module pycellga.tests.test_population) test_flat_crossover() (in module pycellga.tests.test_flat_crossover) test_float_to_bits() (in module pycellga.tests.test_byte_operators) test_float_uniform_mutation() (in module pycellga.tests.test_float_uniform_mutation) test_floats_to_bits() (in module pycellga.tests.test_byte_operators) test_fms() (in module pycellga.tests.test_fms) test_get_set_neighbors() (in module pycellga.tests.test_individual) test_get_set_neighbors_positions() (in module pycellga.tests.test_individual) test_grid() (in module pycellga.tests.test_grid) test_griewank_function() (in module pycellga.tests.test_griewank_function) test_holzman_function() (in module pycellga.tests.test_holzman_function) test_illegal_genome_type() (in module pycellga.tests.test_individual) test_individual_init() (in module pycellga.tests.test_individual) test_initial_population_size() (in module pycellga.tests.test_population) test_insertion_mutation() (in module pycellga.tests.test_insertion_mutation) test_levy_function() (in module pycellga.tests.test_levy_function) test_linear_5() (in module pycellga.tests.test_linear_5) test_linear_9() (in module pycellga.tests.test_linear_9) test_linear_crossover() (in module pycellga.tests.test_linear_crossover) test_matyas_function() (in module pycellga.tests.test_matyas_function) test_maxcut100() (in module pycellga.tests.test_maxcut100) test_maxcut20_01() (in module pycellga.tests.test_maxcut20_01) test_maxcut20_09() (in module pycellga.tests.test_maxcut20_09) test_mmdp_function() (in module pycellga.tests.test_mmdp) test_neighborhood_assignment() (in module pycellga.tests.test_population) test_one_max() (in module pycellga.tests.test_one_max)

test_one_point_crossover() (in module pycellga.tests.test_one_point_crossover) test_optimizer_alpha_cga_binary() (in module pycellga.tests.test_optimizer_alpha_cga) test_optimizer_alpha_cga_no_variation() (in module pycellga.tests.test_optimizer_alpha_cga) test_optimizer_alpha_cga_permutation() (pycellga.tests.test_optimizer_alpha_cga.PermutationProblem method) test_optimizer_alpha_cga_real() (in module pycellga.tests.test_optimizer_alpha_cga) test_optimizer_ccga_binary() (in module pycellga.tests.test_optimizer_ccga) test_optimizer_cga_binary() (in module pycellga.tests.test_optimizer_cga) test_optimizer_cga_no_variation() (in module pycellga.tests.test_optimizer_cga) test_optimizer_cga_permutation() (pycellga.tests.test_optimizer_cga.PermutationProblem method) test_optimizer_cga_real() (in module pycellga.tests.test_optimizer_cga) test_optimizer_mcccga_binary() (in module pycellga.tests.test_optimizer_mccga) test_optimizer_sync_cga_binary() (in module pycellga.tests.test_optimizer_sync_cga) test_optimizer_sync_cga_no_variation() (in module pycellga.tests.test_optimizer_sync_cga) test_optimizer_sync_cga_permutation() (pycellga.tests.test_optimizer_sync_cga.PermutationProblem method) test_optimizer_sync_cga_real() (in module pycellga.tests.test_optimizer_sync_cga) test_peak() (in module pycellga.tests.test_peak) test_pmx_crossover() (in module pycellga.tests.test_pmx_crossover) test_powell_function() (in module pycellga.tests.test_powell_function) test_randomize_binary() (in module pycellga.tests.test_individual) test_randomize_permutation() (in module pycellga.tests.test_individual) test_randomize_real_valued() (in module pycellga.tests.test_individual) test_rastrigin() (in module pycellga.tests.test_rastrigin) test_rosenbrock() (in module pycellga.tests.test_rosenbrock) test_rothellipsoid_function() (in module pycellga.tests.test_rothellipsoid_function) test_roulette_wheel_selection() (in module pycellga.tests.test_roulette_wheel_selection) test_schaffer2_function() (in module pycellga.tests.test_schaffer2_function) test_schaffer_function() (in module pycellga.tests.test_schaffer_function) test_schwefel() (in module pycellga.tests.test_schwefel) test_shuffle_mutation() (in module pycellga.tests.test_shuffle_mutation) test_sphere() (in module pycellga.tests.test_sphere) test_styblinskitang_function() (in module pycellga.tests.test_styblinskitang_function) test_sumofdifferentpowers_function() (in module pycellga.tests.test_sumofdifferentpowers_function) test_swap_mutation() (in module pycellga.tests.test_swap_mutation) test_threehumps_function() (in module pycellga.tests.test_threehumps_function) test_tournament_selection() (in module pycellga.tests.test_tournament_selection) test_tsp() (in module pycellga.tests.test_tsp) test_two_opt_mutation() (in module pycellga.tests.test_two_opt_mutation) test_two_point_crossover() (in module pycellga.tests.test_two_point_crossover) test_unfair_average_crossover() (in module pycellga.tests.test_unfair_average_crossover) test_uniform_crossover() (in module pycellga.tests.test_uniform_crossover) test_zakharov_function() (in module pycellga.tests.test_zakharov_function) test_zettle_function() (in module pycellga.tests.test_zettle_function) Threehumps (class in pycellga.problems.single_objective.continuous.threehumps) TournamentSelection (class in pycellga.selection.tournament_selection) Tsp (class in pycellga.problems.single_objective.discrete.permutation.tsp) TwoOptMutation (class in pycellga.mutation.two_opt_mutation) TwoPointCrossover (class in pycellga.recombination.two_point_crossover)

U

UnfairAvarageCrossover (class in pycellga.recombination.unfair_avarage_crossover)

UniformCrossover (class in pycellga.recombination.uniform_crossover) update_vector() (in module pycellga.optimizer)

V

vector (pycellga.population.Population attribute)

Z

Zakharov (class in pycellga.problems.single_objective.continuous.zakharov)

Zettle (class in pycellga.problems.single_objective.continuous.zettle)