Index

A

adapt_velocity_parameters() (star_pso.engines.generic_pso.GenericPSO method)

B

BareBonesPSO (class in star_pso.engines.bare_bones_pso) BASIC_FUNCTIONS (in module star_pso.benchmarks.composite_functions) best_n() (star_pso.population.swarm.Swarm method) best_particle() (star_pso.population.swarm.Swarm method) best_position (star_pso.population.jat_particle.JatParticle property) (star_pso.population.particle.Particle property) (star_pso.utils.data_block.DataBlock property)

best_positions_as_array() (star_pso.population.swarm.Swarm method) best_value (star_pso.population.jat_particle.JatParticle property) (star_pso.population.particle.Particle property) BINARY (star_pso.utils.auxiliary.BlockType attribute) BinaryPSO (class in star_pso.engines.binary_pso) block_t (star_pso.utils.data_block.DataBlock property) BlockType (class in star_pso.utils.auxiliary)

C

c1 (star_pso.utils.VOptions attribute) c2 (star_pso.utils.VOptions attribute) calculate_spread() (star_pso.engines.bare_bones_pso.BareBonesPSO method) (star_pso.engines.binary_pso.BinaryPSO method) (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.generic_pso.GenericPSO method) (star_pso.engines.integer_pso.IntegerPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) (star_pso.engines.quantum_pso.QuantumPSO method) (star_pso.engines.standard_pso.StandardPSO method)

CATEGORICAL (star_pso.utils.auxiliary.BlockType attribute) (star_pso.utils.auxiliary.SpecialMode attribute) CategoricalPSO (class in star_pso.engines.categorical_pso) check_velocity_parameters() (in module star_pso.utils.auxiliary) clear_all() (star_pso.engines.generic_pso.GenericPSO method) CompositeFunction (class in star_pso.benchmarks.composite_functions) compute_weights() (star_pso.benchmarks.composite_functions.CompositeFunction static method) container (star_pso.population.jat_particle.JatParticle property) cost_function() (in module star_pso.utils.auxiliary)

D

DataBlock (class in star_pso.utils.data_block)

disable_parameters_update() (star_pso.engines.generic_pso.GenericPSO method)

E

enable_parameters_update() (star_pso.engines.generic_pso.GenericPSO method)

EqualMaxima (class in star_pso.benchmarks.equal_maxima) evaluate_function() (star_pso.engines.generic_pso.GenericPSO method)

F

f_ackley() (in module star_pso.benchmarks.composite_functions) f_evals (star_pso.engines.generic_pso.GenericPSO property) f_griewank() (in module star_pso.benchmarks.composite_functions) f_rastrigin() (in module star_pso.benchmarks.composite_functions) f_sphere() (in module star_pso.benchmarks.composite_functions) f_weierstrass() (in module star_pso.benchmarks.composite_functions) fast_logistic() (in module star_pso.engines.binary_pso) fast_sum() (in module star_pso.engines.categorical_pso) FiveUnevenPeakTrap (class in star_pso.benchmarks.five_uneven_peak_trap) FLOAT (star_pso.utils.auxiliary.BlockType attribute) fully_informed() (star_pso.engines.generic_pso.GenericPSO static method)

func() (star_pso.benchmarks.composite_functions.CompositeFunction method) (star_pso.benchmarks.equal_maxima.EqualMaxima method) (star_pso.benchmarks.five_uneven_peak_trap.FiveUnevenPeakTrap method) (star_pso.benchmarks.gaussian_mixture.GaussianMixture method) (star_pso.benchmarks.himmelblau.Himmelblau method) (star_pso.benchmarks.rastrigin.Rastrigin method) (star_pso.benchmarks.shubert.Shubert method) (star_pso.benchmarks.six_hump_camel_back.SixHumpCamelBack method) (star_pso.benchmarks.test_function.TestFunction method) (star_pso.benchmarks.uneven_decreasing_maxima.UnevenDecreasingMaxima method) (star_pso.benchmarks.vincent.Vincent method) function_values() (star_pso.population.swarm.Swarm method)

G

GaussianMixture (class in star_pso.benchmarks.gaussian_mixture) generate_random_positions() (star_pso.engines.bare_bones_pso.BareBonesPSO method) (star_pso.engines.binary_pso.BinaryPSO method) (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.generic_pso.GenericPSO method) (star_pso.engines.integer_pso.IntegerPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) (star_pso.engines.quantum_pso.QuantumPSO method) (star_pso.engines.standard_pso.StandardPSO method)

generate_uniform_velocities() (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) GenericPSO (class in star_pso.engines.generic_pso) get_local_best_positions() (star_pso.engines.generic_pso.GenericPSO method) get_optimal_values() (star_pso.engines.generic_pso.GenericPSO method) global_best_index (star_pso.population.swarm.Swarm property)

H

has_categorical (star_pso.population.swarm.Swarm property)

Himmelblau (class in star_pso.benchmarks.himmelblau)

I

identify_global_optima() (in module star_pso.utils.auxiliary) init_binary() (star_pso.utils.data_block.DataBlock class method) init_categorical() (star_pso.utils.data_block.DataBlock static method) init_float() (star_pso.utils.data_block.DataBlock class method) init_integer() (star_pso.utils.data_block.DataBlock class method)

init_methods() (star_pso.utils.data_block.DataBlock static method) INTEGER (star_pso.utils.auxiliary.BlockType attribute) IntegerPSO (class in star_pso.engines.integer_pso) items (star_pso.engines.generic_pso.GenericPSO property) iteration (star_pso.engines.generic_pso.GenericPSO property)

J

JACK_OF_ALL_TRADES (star_pso.utils.auxiliary.SpecialMode attribute)

JackOfAllTradesPSO (class in star_pso.engines.jack_of_all_trades_pso) JatParticle (class in star_pso.population.jat_particle)

K

kl_divergence_array() (in module star_pso.utils.auxiliary)

kl_divergence_item() (in module star_pso.utils.auxiliary)

L

linear_rank_probabilities() (in module star_pso.utils.auxiliary)

lower_bound (star_pso.engines.generic_pso.GenericPSO property)

M

MAX_CPUs (star_pso.engines.generic_pso.GenericPSO attribute) mode (star_pso.utils.VOptions attribute) module star_pso star_pso.benchmarks star_pso.benchmarks.composite_functions star_pso.benchmarks.equal_maxima star_pso.benchmarks.five_uneven_peak_trap star_pso.benchmarks.gaussian_mixture star_pso.benchmarks.himmelblau star_pso.benchmarks.rastrigin star_pso.benchmarks.shubert star_pso.benchmarks.six_hump_camel_back star_pso.benchmarks.test_function star_pso.benchmarks.uneven_decreasing_maxima star_pso.benchmarks.vincent star_pso.engines star_pso.engines.bare_bones_pso star_pso.engines.binary_pso star_pso.engines.categorical_pso star_pso.engines.generic_pso star_pso.engines.integer_pso star_pso.engines.jack_of_all_trades_pso star_pso.engines.quantum_pso star_pso.engines.standard_pso star_pso.population star_pso.population.jat_particle star_pso.population.particle star_pso.population.swarm star_pso.utils star_pso.utils.auxiliary star_pso.utils.data_block

MVN (star_pso.benchmarks.gaussian_mixture.GaussianMixture attribute)

N

n_cols (star_pso.engines.generic_pso.GenericPSO property) n_cpus (star_pso.engines.generic_pso.GenericPSO property) n_dim (star_pso.benchmarks.test_function.TestFunction property) n_rows (star_pso.engines.generic_pso.GenericPSO property) name (star_pso.benchmarks.test_function.TestFunction property) nb_cdist() (in module star_pso.utils.auxiliary) nb_centroid() (in module star_pso.utils.auxiliary) nb_clip_array() (in module star_pso.utils.auxiliary)

nb_clip_inplace() (in module star_pso.utils.auxiliary) nb_clip_item() (in module star_pso.utils.auxiliary) nb_median_euclidean_distance() (in module star_pso.utils.auxiliary) nb_median_hamming_distance() (in module star_pso.utils.auxiliary) nb_median_kl_divergence() (in module star_pso.utils.auxiliary) nb_median_taxicab_distance() (in module star_pso.utils.auxiliary) neighborhood_best() (star_pso.engines.generic_pso.GenericPSO method) NORMAL (star_pso.utils.auxiliary.SpecialMode attribute) NUMPY_EPS (star_pso.engines.generic_pso.GenericPSO attribute)

P

pareto_front() (in module star_pso.utils.auxiliary) Particle (class in star_pso.population.particle) population (star_pso.population.swarm.Swarm property) position (star_pso.population.jat_particle.JatParticle property) (star_pso.population.particle.Particle property) (star_pso.utils.data_block.DataBlock property)

position_at() (star_pso.population.swarm.Swarm method) positions_as_array() (star_pso.population.swarm.Swarm method) positions_as_list() (star_pso.population.swarm.Swarm method)

Q

QuantumPSO (class in star_pso.engines.quantum_pso)

R

Rastrigin (class in star_pso.benchmarks.rastrigin) reset_all() (star_pso.engines.bare_bones_pso.BareBonesPSO method) (star_pso.engines.binary_pso.BinaryPSO method) (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.generic_pso.GenericPSO method) (star_pso.engines.integer_pso.IntegerPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) (star_pso.engines.quantum_pso.QuantumPSO method) (star_pso.engines.standard_pso.StandardPSO method)

reset_position() (star_pso.population.jat_particle.JatParticle method) (star_pso.utils.data_block.DataBlock method) rng (star_pso.benchmarks.test_function.TestFunction attribute) (star_pso.engines.generic_pso.GenericPSO attribute) (star_pso.utils.data_block.DataBlock attribute) run() (star_pso.engines.generic_pso.GenericPSO method)

S

sample_categorical_values() (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) sample_permutation_values() (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) sample_random_positions() (star_pso.benchmarks.test_function.TestFunction method) ScalarOrArray (in module star_pso.utils) search_for_optima() (star_pso.benchmarks.composite_functions.CompositeFunction method) (star_pso.benchmarks.equal_maxima.EqualMaxima method) (star_pso.benchmarks.five_uneven_peak_trap.FiveUnevenPeakTrap method) (star_pso.benchmarks.gaussian_mixture.GaussianMixture method) (star_pso.benchmarks.himmelblau.Himmelblau method) (star_pso.benchmarks.rastrigin.Rastrigin method) (star_pso.benchmarks.shubert.Shubert method) (star_pso.benchmarks.six_hump_camel_back.SixHumpCamelBack method) (star_pso.benchmarks.test_function.TestFunction method) (star_pso.benchmarks.uneven_decreasing_maxima.UnevenDecreasingMaxima method) (star_pso.benchmarks.vincent.Vincent method) set_positions() (star_pso.population.swarm.Swarm method) set_seed() (star_pso.benchmarks.test_function.TestFunction class method) (star_pso.engines.generic_pso.GenericPSO class method) (star_pso.utils.data_block.DataBlock class method) Shubert (class in star_pso.benchmarks.shubert) SixHumpCamelBack (class in star_pso.benchmarks.six_hump_camel_back) size (star_pso.population.jat_particle.JatParticle property) (star_pso.population.particle.Particle property) (star_pso.population.swarm.Swarm property) size_of_sets (star_pso.engines.categorical_pso.CategoricalPSO property) SpecialMode (class in star_pso.utils.auxiliary) spread_methods (in module star_pso.utils.auxiliary) StandardPSO (class in star_pso.engines.standard_pso) star_pso module star_pso.benchmarks module star_pso.benchmarks.composite_functions module star_pso.benchmarks.equal_maxima module star_pso.benchmarks.five_uneven_peak_trap module star_pso.benchmarks.gaussian_mixture module star_pso.benchmarks.himmelblau module star_pso.benchmarks.rastrigin module

star_pso.benchmarks.shubert module star_pso.benchmarks.six_hump_camel_back module star_pso.benchmarks.test_function module star_pso.benchmarks.uneven_decreasing_maxima module star_pso.benchmarks.vincent module star_pso.engines module star_pso.engines.bare_bones_pso module star_pso.engines.binary_pso module star_pso.engines.categorical_pso module star_pso.engines.generic_pso module star_pso.engines.integer_pso module star_pso.engines.jack_of_all_trades_pso module star_pso.engines.quantum_pso module star_pso.engines.standard_pso module star_pso.population module star_pso.population.jat_particle module star_pso.population.particle module star_pso.population.swarm module star_pso.utils module star_pso.utils.auxiliary module star_pso.utils.data_block module stats (star_pso.engines.generic_pso.GenericPSO property) Swarm (class in star_pso.population.swarm) swarm (star_pso.engines.generic_pso.GenericPSO property)

T

TestFunction (class in star_pso.benchmarks.test_function)

time_it() (in module star_pso.utils.auxiliary)

U

UnevenDecreasingMaxima (class in star_pso.benchmarks.uneven_decreasing_maxima) upd_binary() (star_pso.utils.data_block.DataBlock class method) upd_categorical() (star_pso.utils.data_block.DataBlock class method) upd_float() (star_pso.utils.data_block.DataBlock static method) upd_integer() (star_pso.utils.data_block.DataBlock static method) update_local_best() (star_pso.population.swarm.Swarm method) update_methods() (star_pso.utils.data_block.DataBlock static method) update_positions() (star_pso.engines.bare_bones_pso.BareBonesPSO method) (star_pso.engines.binary_pso.BinaryPSO method) (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.generic_pso.GenericPSO method) (star_pso.engines.integer_pso.IntegerPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) (star_pso.engines.quantum_pso.QuantumPSO method) (star_pso.engines.standard_pso.StandardPSO method)

update_velocities() (star_pso.engines.bare_bones_pso.BareBonesPSO method) (star_pso.engines.binary_pso.BinaryPSO method) (star_pso.engines.categorical_pso.CategoricalPSO method) (star_pso.engines.generic_pso.GenericPSO method) (star_pso.engines.jack_of_all_trades_pso.JackOfAllTradesPSO method) (star_pso.engines.quantum_pso.QuantumPSO method) upper_bound (star_pso.engines.generic_pso.GenericPSO property)

V

valid_set (star_pso.utils.data_block.DataBlock property) value (star_pso.population.jat_particle.JatParticle property) (star_pso.population.particle.Particle property)

value_at() (star_pso.population.swarm.Swarm method) velocities (star_pso.engines.generic_pso.GenericPSO property) Vincent (class in star_pso.benchmarks.vincent) VOptions (class in star_pso.utils)

W

w0 (star_pso.utils.VOptions attribute)

X

x_max (star_pso.benchmarks.test_function.TestFunction property)

x_min (star_pso.benchmarks.test_function.TestFunction property)