Index

_

__init__() (AbstractProblem method) (Ackley method) (ArithmeticCrossover method) (Bentcigar method) (BitFlipMutation method) (BlxalphaCrossover method) (Bohachevsky method) (ByteMutation method) (ByteMutationRandom method) (ByteOnePointCrossover method) (ByteUniformCrossover method) (Chichinadze method) (Compact13 method) (Compact21 method) (Compact25 method) (Compact9 method) (CountSat method) (Dropwave method) (Ecc method) (ExampleProblem method), [1], [2], [3] (FlatCrossover method) (FloatUniformMutation method) (Fms method), [1] (Grid method) (Griewank method) (Holzman method) (Individual method) (InsertionMutation method) (Levy method) (Linear5 method) (Linear9 method) (LinearCrossover method) (Matyas method) (Maxcut100 method) (Maxcut20_01 method) (Maxcut20_09 method) (Mmdp method) (OneMax method) (OnePointCrossover method) (Peak method) (PMXCrossover method) (Population method) (Pow method) (Powell method) (Rastrigin method) (RealProblem method) (Result method) (Rosenbrock method) (Rothellipsoid method) (RouletteWheelSelection method) (Schaffer method) (Schaffer2 method) (Schwefel method) (ShuffleMutation method) (Sphere method) (StyblinskiTang method) (Sumofdifferentpowers method) (SwapMutation method) (Threehumps method) (TournamentSelection method) (Tsp method) (TwoOptMutation method) (TwoPointCrossover method) (UnfairAvarageCrossover method) (UniformCrossover method) (Zakharov method) (Zettle method)

A

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

ALPHA_CGA (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 (GeneType attribute) 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) bounds (Ackley attribute) (Bentcigar attribute) (Bohachevsky attribute) (Chichinadze attribute) (CountSat attribute) (Dropwave attribute) (Ecc attribute) (Fms attribute), [1] (Griewank attribute) (Holzman attribute) (Levy attribute) (Matyas attribute) (Mmdp attribute) (OneMax attribute) (Peak attribute) (Pow attribute) (Powell attribute) (Rastrigin attribute) (Rosenbrock attribute) (Rothellipsoid attribute) (Schaffer attribute) (Schaffer2 attribute) (Schwefel attribute) (Sumofdifferentpowers attribute) (Threehumps attribute) (Tsp attribute) (Zakharov attribute) (Zettle attribute)

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() (Compact13 method) (Compact21 method) (Compact25 method) (Compact9 method) (Linear5 method) (Linear9 method) CCGA (OptimizationMethod attribute) ccga() (in module pycellga.optimizer) CGA (OptimizationMethod attribute) cga() (in module pycellga.optimizer) ch_size (Individual attribute) (Population attribute) Chichinadze (class in pycellga.problems.single_objective.continuous.chichinadze) chromosome (Individual attribute) (Result attribute) combine() (BlxalphaCrossover method) (ByteUniformCrossover method) (FlatCrossover method) (LinearCrossover method) (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) constraints (Ackley attribute) (Bentcigar attribute) (Bohachevsky attribute) (Chichinadze attribute) (Fms attribute) (Griewank attribute) (Holzman attribute) (Levy attribute) (Mmdp attribute) (OneMax attribute) (Peak attribute) (Tsp attribute) CountSat (class in pycellga.problems.single_objective.discrete.binary.count_sat)

D

design_variables (Ackley attribute) (Bentcigar attribute) (Bohachevsky attribute) (Chichinadze attribute) (CountSat attribute) (Dropwave attribute) (Ecc attribute) (Fms attribute), [1] (Griewank attribute) (Holzman attribute) (Levy attribute) (Matyas attribute) (Mmdp attribute) (OneMax attribute) (Peak attribute) (Pow attribute) (Powell attribute) (Rastrigin attribute) (Rosenbrock attribute) (Rothellipsoid attribute) (Schaffer attribute) (Schaffer2 attribute) (Schwefel attribute) (Threehumps attribute) (Tsp attribute) (Zakharov attribute) (Zettle attribute)

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

E

Ecc (class in pycellga.problems.single_objective.discrete.binary.ecc) euclidean_dist() (Tsp method) evaluate() (AbstractProblem method) (Ackley method), [1] (Bentcigar method), [1] (Bohachevsky method), [1] (Chichinadze method), [1] (CountSat method) (Dropwave method), [1] (Fms method), [1], [2] (Griewank method), [1] (Holzman method), [1] (Levy method), [1] (Matyas method), [1] (Maxcut20_01 method) (Maxcut20_09 method) (Peak method) (Pow method), [1] (Powell method), [1] (Rosenbrock method), [1] (Rothellipsoid method), [1] (Schaffer method), [1] (Schaffer2 method), [1] (Schwefel method), [1] (Sphere method) (StyblinskiTang method) (Sumofdifferentpowers method) (Threehumps method) (Zakharov 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() (AbstractProblem method) (Ackley method), [1] (Bentcigar method), [1] (Bohachevsky method), [1] (Chichinadze method), [1] (CountSat method), [1] (Dropwave method), [1] (Ecc method) (ExampleProblem method), [1], [2], [3] (Fms method), [1], [2], [3] (Griewank method), [1] (Holzman method), [1] (Levy method), [1] (Matyas method), [1] (Maxcut100 method), [1] (Maxcut20_01 method), [1] (Maxcut20_09 method), [1] (Mmdp method), [1] (OneMax method), [1] (Peak method), [1] (Pow method), [1] (Powell method), [1] (Rastrigin method), [1] (RealProblem method) (Rosenbrock method), [1] (Rothellipsoid method), [1] (Schaffer method), [1] (Schaffer2 method), [1] (Schwefel method), [1] (Sphere method) (StyblinskiTang method) (Sumofdifferentpowers method), [1] (Threehumps method), [1] (Tsp method) (Zakharov method), [1] (Zettle method), [1]

fitness_value (Individual attribute) (Result 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)

G

gen_type (Individual attribute) (Population attribute) generate_candidate() (Individual method) generate_probability_vector() (in module pycellga.optimizer) generation_found (Result attribute) GeneType (class in pycellga.individual) get_parents() (RouletteWheelSelection method) (TournamentSelection method) get_recombinations() (ArithmeticCrossover method) (BlxalphaCrossover method) (ByteOnePointCrossover method) (ByteUniformCrossover method) (FlatCrossover method) (LinearCrossover method) (OnePointCrossover method) (PMXCrossover method) (TwoPointCrossover method) (UnfairAvarageCrossover method) (UniformCrossover method)

getneighbors() (Individual method) getneighbors_positions() (Individual method) gographical_dist() (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() (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() (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) MCCCGA (OptimizationMethod attribute) mcccga() (in module pycellga.optimizer) method_name (Population attribute) Mmdp (class in pycellga.problems.single_objective.discrete.binary.mmdp) module 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.bit_flip_mutation pycellga.mutation.byte_mutation pycellga.mutation.byte_mutation_random pycellga.mutation.float_uniform_mutation pycellga.mutation.insertion_mutation pycellga.mutation.shuffle_mutation pycellga.mutation.swap_mutation pycellga.mutation.two_opt_mutation 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.abstract_problem 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.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.tsp 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.two_point_crossover pycellga.recombination.unfair_avarage_crossover pycellga.recombination.uniform_crossover pycellga.selection.roulette_wheel_selection pycellga.selection.tournament_selection

mutate() (BitFlipMutation method) (ByteMutation method) (ByteMutationRandom method) (FloatUniformMutation method) (InsertionMutation method) (ShuffleMutation method) (SwapMutation method) (TwoOptMutation method)

N

n_cols (Grid attribute) (Population attribute) n_rows (Grid attribute) (Population attribute)

n_var (Sumofdifferentpowers attribute) neighbors (Individual attribute) neighbors_positions (Individual attribute) num_variables (Dropwave attribute)

O

objectives (Ackley attribute) (Bentcigar attribute) (Bohachevsky attribute) (Chichinadze attribute) (CountSat attribute) (Dropwave attribute) (Ecc attribute) (Fms attribute), [1] (Griewank attribute) (Holzman attribute) (Levy attribute) (Matyas attribute) (Mmdp attribute) (OneMax attribute) (Peak attribute) (Pow attribute) (Powell attribute) (Rastrigin attribute) (Rosenbrock attribute) (Rothellipsoid attribute) (Schaffer attribute) (Schaffer2 attribute) (Schwefel attribute) (Sumofdifferentpowers attribute) (Threehumps attribute) (Tsp attribute) (Zakharov attribute) (Zettle attribute)

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) PERMUTATION (GeneType attribute) PMXCrossover (class in pycellga.recombination.pmx_crossover) Population (class in pycellga.population) position (Individual attribute) Pow (class in pycellga.problems.single_objective.continuous.pow) Powell (class in pycellga.problems.single_objective.continuous.powell) problem (Population attribute) problema (Maxcut100 attribute) (Maxcut20_01 attribute) (Maxcut20_09 attribute) 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.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.shuffle_mutation module pycellga.mutation.swap_mutation module pycellga.mutation.two_opt_mutation 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.abstract_problem 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.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.tsp 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.two_point_crossover module pycellga.recombination.unfair_avarage_crossover module pycellga.recombination.uniform_crossover module pycellga.selection.roulette_wheel_selection module pycellga.selection.tournament_selection module

R

random_vector_between() (in module pycellga.optimizer) randomize() (Individual method) Rastrigin (class in pycellga.problems.single_objective.continuous.rastrigin) REAL (GeneType attribute) RealProblem (class in pycellga.example.example_mcccga) Result (class in pycellga.optimizer) 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) setneighbors() (Individual method) setneighbors_positions() (Individual method)

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 (OptimizationMethod attribute)

T

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 (Population attribute)

Z

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

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