Index

_

__call__() (propulate.propagators.base.Compose method) (propulate.propagators.base.Conditional method) (propulate.propagators.base.Gaussian method) (propulate.propagators.base.InitUniform method) (propulate.propagators.base.Propagator method) (propulate.propagators.base.SelectMax method) (propulate.propagators.base.SelectMin method) (propulate.propagators.base.SelectUniform method) (propulate.propagators.BasicPSO method) (propulate.propagators.CanonicalPSO method) (propulate.propagators.cmaes.CMAPropagator method) (propulate.propagators.CMAPropagator method) (propulate.propagators.Compose method) (propulate.propagators.Conditional method) (propulate.propagators.ConstrictionPSO method) (propulate.propagators.CrossoverMultiple method) (propulate.propagators.CrossoverSigmoid method) (propulate.propagators.CrossoverUniform method) (propulate.propagators.ga.CrossoverMultiple method) (propulate.propagators.ga.CrossoverSigmoid method) (propulate.propagators.ga.CrossoverUniform method) (propulate.propagators.ga.IntervalMutationNormal method) (propulate.propagators.ga.PointMutation method) (propulate.propagators.ga.RandomPointMutation method) (propulate.propagators.InitUniform method) (propulate.propagators.IntervalMutationNormal method) (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method) (propulate.propagators.PointMutation method) (propulate.propagators.Propagator method) (propulate.propagators.pso.BasicPSO method) (propulate.propagators.pso.CanonicalPSO method) (propulate.propagators.pso.ConstrictionPSO method) (propulate.propagators.pso.InitUniformPSO method) (propulate.propagators.pso.StatelessPSO method) (propulate.propagators.pso.VelocityClampingPSO method) (propulate.propagators.RandomPointMutation method) (propulate.propagators.SelectMax method) (propulate.propagators.SelectMin method) (propulate.propagators.SelectUniform method) (propulate.propagators.StatelessPSO method) (propulate.propagators.VelocityClampingPSO method) __contains__() (propulate.Individual method) (propulate.population.Individual method) __delitem__() (propulate.Individual method) (propulate.population.Individual method) __eq__() (propulate.Individual method) (propulate.population.Individual method) __getitem__() (propulate.Individual method) (propulate.population.Individual method) __iter__() (propulate.Individual method) (propulate.population.Individual method) __len__() (propulate.Individual method) (propulate.population.Individual method) __repr__() (propulate.Individual method) (propulate.population.Individual method)

__setitem__() (propulate.Individual method) (propulate.population.Individual method) _breed() (propulate.Propulator method) (propulate.propulator.Propulator method) _check_compatible() (in module propulate.propagators.base) _check_emigrants_to_deactivate() (propulate.Migrator method) (propulate.migrator.Migrator method) _check_for_duplicates() (propulate.Pollinator method) (propulate.pollinator.Pollinator method) (propulate.Propulator method) (propulate.propulator.Propulator method) _check_intra_island_synchronization() (propulate.Propulator method) (propulate.propulator.Propulator method) _deactivate_emigrants() (propulate.Migrator method) (propulate.migrator.Migrator method) _deactivate_replaced_individuals() (propulate.Pollinator method) (propulate.pollinator.Pollinator method) _decompose_co_matrix() (propulate.propagators.cmaes.CMAParameter method) (propulate.propagators.CMAParameter method) _determine_worker_dumping_next() (propulate.Propulator method) (propulate.propulator.Propulator method) _dump_checkpoint() (propulate.Propulator method) (propulate.propulator.Propulator method) _dump_final_checkpoint() (propulate.Propulator method) (propulate.propulator.Propulator method) _evaluate_individual() (propulate.Propulator method) (propulate.propulator.Propulator method) _get_active_individuals() (propulate.Propulator method) (propulate.propulator.Propulator method) _get_unique_individuals() (propulate.Propulator method) (propulate.propulator.Propulator method) _limit_condition() (propulate.propagators.cmaes.CMAParameter method) (propulate.propagators.CMAParameter method) _make_new_particle() (propulate.propagators.BasicPSO method) (propulate.propagators.pso.BasicPSO method) _prepare_data() (propulate.propagators.BasicPSO method) (propulate.propagators.pso.BasicPSO method) _receive_immigrants() (propulate.Migrator method) (propulate.migrator.Migrator method) (propulate.Pollinator method) (propulate.pollinator.Pollinator method) (propulate.Propulator method) (propulate.propulator.Propulator method) _receive_intra_island_individuals() (propulate.Propulator method) (propulate.propulator.Propulator method) _sample_cma() (propulate.propagators.cmaes.CMAPropagator method) (propulate.propagators.CMAPropagator method) _send_emigrants() (propulate.Migrator method) (propulate.migrator.Migrator method) (propulate.Pollinator method) (propulate.pollinator.Pollinator method) (propulate.Propulator method) (propulate.propulator.Propulator method) _sort_b_d_matrix() (propulate.propagators.cmaes.CMAParameter method) (propulate.propagators.CMAParameter method) _transform_individuals_to_matrix() (propulate.propagators.cmaes.CMAPropagator method) (propulate.propagators.CMAPropagator method)

A

ActiveCMA (class in propulate.propagators) (class in propulate.propagators.cmaes)

B

BasicCMA (class in propulate.propagators) (class in propulate.propagators.cmaes) BasicPSO (class in propulate.propagators) (class in propulate.propagators.pso)

birastrigin() (in module propulate.utils.benchmark_functions) bisphere() (in module propulate.utils.benchmark_functions) bukin_n6() (in module propulate.utils.benchmark_functions)

C

cancel() (propulate.Surrogate method) (propulate.surrogate.DynamicSurrogate method) (propulate.surrogate.StaticSurrogate method) (propulate.surrogate.Surrogate method) CanonicalPSO (class in propulate.propagators) (class in propulate.propagators.pso) clear() (propulate.Individual method) (propulate.population.Individual method) CMAAdapter (class in propulate.propagators) (class in propulate.propagators.cmaes) CMAParameter (class in propulate.propagators) (class in propulate.propagators.cmaes) CMAPropagator (class in propulate.propagators) (class in propulate.propagators.cmaes) Compose (class in propulate.propagators) (class in propulate.propagators.base) compute_centroid() (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method) compute_learning_rates() (propulate.propagators.CMAAdapter method) (propulate.propagators.CMAAdapter static method) (propulate.propagators.cmaes.CMAAdapter method) (propulate.propagators.cmaes.CMAAdapter static method)

compute_weights() (propulate.propagators.ActiveCMA method) (propulate.propagators.BasicCMA method) (propulate.propagators.CMAAdapter method), [1] (propulate.propagators.cmaes.ActiveCMA method) (propulate.propagators.cmaes.BasicCMA method) (propulate.propagators.cmaes.CMAAdapter method), [1] Conditional (class in propulate.propagators) (class in propulate.propagators.base) ConstrictionPSO (class in propulate.propagators) (class in propulate.propagators.pso) CrossoverMultiple (class in propulate.propagators) (class in propulate.propagators.ga) CrossoverSigmoid (class in propulate.propagators) (class in propulate.propagators.ga) CrossoverUniform (class in propulate.propagators) (class in propulate.propagators.ga)

D

data() (propulate.Surrogate method) (propulate.surrogate.DynamicSurrogate method) (propulate.surrogate.StaticSurrogate method) (propulate.surrogate.Surrogate method)

DUMP_TAG (in module propulate._globals) DynamicSurrogate (class in propulate.surrogate)

E

egg_crate() (in module propulate.utils.benchmark_functions) equals() (propulate.Individual method) (propulate.population.Individual method)

expand() (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method)

G

Gaussian (class in propulate.propagators.base) get_default_propagator() (in module propulate) (in module propulate.utils)

get_function_search_space() (in module propulate.utils.benchmark_functions) griewank() (in module propulate.utils.benchmark_functions)

H

himmelblau() (in module propulate.utils.benchmark_functions)

I

Individual (class in propulate) (class in propulate.population) INDIVIDUAL_TAG (in module propulate._globals) INIT_TAG (in module propulate._globals) InitUniform (class in propulate.propagators) (class in propulate.propagators.base) InitUniformPSO (class in propulate.propagators.pso)

innercontract() (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method) IntervalMutationNormal (class in propulate.propagators) (class in propulate.propagators.ga) Islands (class in propulate) (class in propulate.islands) items() (propulate.Individual method) (propulate.population.Individual method)

K

keane() (in module propulate.utils.benchmark_functions)

keys() (propulate.Individual method) (propulate.population.Individual method)

L

leon() (in module propulate.utils.benchmark_functions) log (in module propulate.islands) (in module propulate.migrator) (in module propulate.pollinator) (in module propulate.propulator)

M

mahalanobis_norm() (propulate.propagators.cmaes.CMAParameter method) (propulate.propagators.CMAParameter method) merge() (propulate.Surrogate method) (propulate.surrogate.DynamicSurrogate method) (propulate.surrogate.StaticSurrogate method) (propulate.surrogate.Surrogate method) MIGRATION_TAG (in module propulate._globals) Migrator (class in propulate) (class in propulate.migrator) module propulate propulate._globals propulate.islands propulate.migrator propulate.pollinator propulate.population propulate.propagators propulate.propagators.base propulate.propagators.cmaes propulate.propagators.ga propulate.propagators.nm propulate.propagators.pso propulate.propulator propulate.surrogate propulate.utils propulate.utils.benchmark_functions

O

outercontract() (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method)

P

ParallelNelderMead (class in propulate.propagators) (class in propulate.propagators.nm) parse_arguments() (in module propulate.utils.benchmark_functions) PointMutation (class in propulate.propagators) (class in propulate.propagators.ga) Pollinator (class in propulate) (class in propulate.pollinator) POPULATION_TAG (in module propulate._globals) Propagator (class in propulate.propagators) (class in propulate.propagators.base) propulate module propulate() (propulate.Islands method) (propulate.islands.Islands method) (propulate.Migrator method) (propulate.migrator.Migrator method) (propulate.Pollinator method) (propulate.pollinator.Pollinator method) (propulate.Propulator method) (propulate.propulator.Propulator method) propulate._globals module propulate.islands module propulate.migrator module

propulate.pollinator module propulate.population module propulate.propagators module propulate.propagators.base module propulate.propagators.cmaes module propulate.propagators.ga module propulate.propagators.nm module propulate.propagators.pso module propulate.propulator module propulate.surrogate module propulate.utils module propulate.utils.benchmark_functions module Propulator (class in propulate) (class in propulate.propulator)

Q

quartic() (in module propulate.utils.benchmark_functions)

R

RandomPointMutation (class in propulate.propagators) (class in propulate.propagators.ga) rastrigin() (in module propulate.utils.benchmark_functions)

reflect() (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method) rosenbrock() (in module propulate.utils.benchmark_functions)

S

schwefel() (in module propulate.utils.benchmark_functions) SelectMax (class in propulate.propagators) (class in propulate.propagators.base) SelectMin (class in propulate.propagators) (class in propulate.propagators.base) SelectUniform (class in propulate.propagators) (class in propulate.propagators.base) set_logger_config() (in module propulate) (in module propulate.utils) shrink() (propulate.propagators.nm.ParallelNelderMead method) (propulate.propagators.ParallelNelderMead method) sphere() (in module propulate.utils.benchmark_functions) start_run() (propulate.Surrogate method) (propulate.surrogate.DynamicSurrogate method) (propulate.surrogate.StaticSurrogate method) (propulate.surrogate.Surrogate method)

StatelessPSO (class in propulate.propagators) (class in propulate.propagators.pso) StaticSurrogate (class in propulate.surrogate) step() (in module propulate.utils.benchmark_functions) Stochastic (class in propulate.propagators) (class in propulate.propagators.base) summarize() (propulate.Islands method) (propulate.islands.Islands method) (propulate.Propulator method) (propulate.propulator.Propulator method) Surrogate (class in propulate) (class in propulate.surrogate) SURROGATE_KEY (in module propulate.propulator) SYNCHRONIZATION_TAG (in module propulate._globals)

T

T (in module propulate.surrogate)

U

update() (propulate.Individual method) (propulate.population.Individual method) (propulate.Surrogate method) (propulate.surrogate.DynamicSurrogate method) (propulate.surrogate.StaticSurrogate method) (propulate.surrogate.Surrogate method) update_covariance_matrix() (propulate.propagators.ActiveCMA method) (propulate.propagators.BasicCMA method) (propulate.propagators.CMAAdapter method), [1] (propulate.propagators.cmaes.ActiveCMA method) (propulate.propagators.cmaes.BasicCMA method) (propulate.propagators.cmaes.CMAAdapter method), [1] (propulate.propagators.cmaes.CMAParameter method) (propulate.propagators.CMAParameter method)

update_mean() (propulate.propagators.ActiveCMA method) (propulate.propagators.BasicCMA method) (propulate.propagators.CMAAdapter method), [1] (propulate.propagators.cmaes.ActiveCMA method) (propulate.propagators.cmaes.BasicCMA method) (propulate.propagators.cmaes.CMAAdapter method), [1] (propulate.propagators.cmaes.CMAParameter method) (propulate.propagators.CMAParameter method) update_step_size() (propulate.propagators.CMAAdapter method) (propulate.propagators.CMAAdapter static method) (propulate.propagators.cmaes.CMAAdapter method) (propulate.propagators.cmaes.CMAAdapter static method)

V

values() (propulate.Individual method) (propulate.population.Individual method)

VelocityClampingPSO (class in propulate.propagators) (class in propulate.propagators.pso)