PyNOA2

    Enums

    ConstraintHandling
    PENALTY_DISTANCE
    PENALTY_RANK
    FitnessMethod
    WEIGHTED_SUM
    PARETO_DOMINANCE
    MutationMethod
    NONE
    NORMAL_DISTRIBUTED
    SELF_ADAPTIVE
    RankingMethod
    LINEAR
    EXPONENTIAL
    PARETO
    RecombinationMethod
    COPY
    SINGLEPOINT
    MULTIPOINT
    UNIFORM
    ARITHMETIC
    SIMULATED_BINARY
    SearchStrategy
    LOCAL
    BALANCED
    GLOBAL
    SelectionMethod
    ROULETTE
    STOCHASTIC
    TOURNAMENT

    Classes

    CMA

    Inherits from: NOABase

    Constructors

    Methods

    EA

    Inherits from: NOABase

    Constructors

    Methods

    NOABase

    Inherits from: OptimizerBase

    Inherited by

    EA PSO SDI CMA

    Constructors

    Methods

    OptimizerSettingsCMA

    Inherits from: OptimizerSettingsNOABase

    Constructors

    Methods

    get_initial_sigma

    get_initial_sigma() -> float



    get_parent_size

    get_parent_size() -> int



    set_defaults

    set_defaults( (int)arg2, (SearchStrategy)arg3) -> None



    set_initial_sigma

    set_initial_sigma( (float)arg2) -> None



    set_parent_size

    set_parent_size( (int)arg2) -> None



    OptimizerSettingsEA

    Inherits from: OptimizerSettingsNOABase

    Constructors

    Methods

    get_archive_size

    get_archive_size() -> int



    get_crossover_probability

    get_crossover_probability( (int)arg2) -> float



    get_distribution_parameter

    get_distribution_parameter( (int)arg2) -> float



    get_mutation_method

    get_mutation_method() -> MutationMethod



    get_mutation_rate

    get_mutation_rate() -> float



    get_mutation_stddev_begin

    get_mutation_stddev_begin() -> float



    get_mutation_stddev_end

    get_mutation_stddev_end() -> float



    get_num_crossover_points

    get_num_crossover_points( (int)arg2) -> int



    get_num_recombination_methods

    get_num_recombination_methods() -> int



    get_parent_size

    get_parent_size() -> int



    get_ranking_method

    get_ranking_method() -> RankingMethod



    get_recombination_method

    get_recombination_method( (int)arg2) -> RecombinationMethod



    get_selection_method

    get_selection_method() -> SelectionMethod



    get_tournament_size

    get_tournament_size() -> int



    set_archive_size

    set_archive_size( (int)arg2) -> None



    set_crossover_probability

    set_crossover_probability( (int)arg2, (float)arg3) -> None



    set_defaults

    set_defaults( (int)arg2, (SearchStrategy)arg3) -> None



    set_distribution_parameter

    set_distribution_parameter( (int)arg2, (float)arg3) -> None



    set_mutation_method

    set_mutation_method( (MutationMethod)arg2) -> None



    set_mutation_rate

    set_mutation_rate( (float)arg2) -> None



    set_mutation_stddev

    set_mutation_stddev( (float)arg2, (float)arg3) -> None



    set_num_crossover_points

    set_num_crossover_points( (int)arg2, (int)arg3) -> None



    set_num_recombination_methods

    set_num_recombination_methods( (int)arg2) -> None



    set_parent_size

    set_parent_size( (int)arg2) -> None



    set_ranking_method

    set_ranking_method( (RankingMethod)arg2) -> None



    set_recombination_method

    set_recombination_method( (int)arg2, (RecombinationMethod)arg3) -> None



    set_selection_method

    set_selection_method( (SelectionMethod)arg2) -> None



    set_tournament_size

    set_tournament_size( (int)arg2) -> None



    OptimizerSettingsNOABase

    Inherits from: SettingsBase

    Inherited by

    OptimizerSettingsEA OptimizerSettingsPSO OptimizerSettingsSDI OptimizerSettingsCMA

    Constructors

    Methods

    get_constraint_handling

    get_constraint_handling() -> ConstraintHandling



    get_fitness_method

    get_fitness_method() -> FitnessMethod



    get_max_evaluations

    get_max_evaluations() -> int



    get_max_generations

    get_max_generations() -> int



    get_population_size

    get_population_size() -> int



    get_search_strategy

    get_search_strategy() -> SearchStrategy



    get_seed

    get_seed() -> int



    get_stagnation_generations

    get_stagnation_generations() -> int



    get_start_population_size

    get_start_population_size() -> int



    set_constraint_handling

    set_constraint_handling( (ConstraintHandling)arg2) -> None



    set_fitness_method

    set_fitness_method( (FitnessMethod)arg2) -> None



    set_max_generations

    set_max_generations( (int)arg2) -> None



    set_population_size

    set_population_size( (int)arg2) -> None



    set_seed

    set_seed( (int)arg2) -> None



    set_stagnation_generations

    set_stagnation_generations( (int)arg2) -> None



    set_start_population_size

    set_start_population_size( (int)arg2) -> None



    OptimizerSettingsPSO

    Inherits from: OptimizerSettingsNOABase

    Constructors

    Methods

    get_global_acccoeff_begin

    get_global_acccoeff_begin() -> float



    get_global_acccoeff_end

    get_global_acccoeff_end() -> float



    get_inertia_weight_begin

    get_inertia_weight_begin() -> float



    get_inertia_weight_end

    get_inertia_weight_end() -> float



    get_passive_congrcoeff_begin

    get_passive_congrcoeff_begin() -> float



    get_passive_congrcoeff_end

    get_passive_congrcoeff_end() -> float



    get_personal_acccoeff_begin

    get_personal_acccoeff_begin() -> float



    get_personal_acccoeff_end

    get_personal_acccoeff_end() -> float



    set_defaults

    set_defaults( (int)arg2, (SearchStrategy)arg3) -> None



    set_global_acccoeff_begin

    set_global_acccoeff_begin( (float)arg2) -> None



    set_global_acccoeff_end

    set_global_acccoeff_end( (float)arg2) -> None



    set_inertia_weight_begin

    set_inertia_weight_begin( (float)arg2) -> None



    set_inertia_weight_end

    set_inertia_weight_end( (float)arg2) -> None



    set_passive_congrcoeff_begin

    set_passive_congrcoeff_begin( (float)arg2) -> None



    set_passive_congrcoeff_end

    set_passive_congrcoeff_end( (float)arg2) -> None



    set_personal_acccoeff_begin

    set_personal_acccoeff_begin( (float)arg2) -> None



    set_personal_acccoeff_end

    set_personal_acccoeff_end( (float)arg2) -> None



    OptimizerSettingsSDI

    Inherits from: OptimizerSettingsNOABase

    Constructors

    Methods

    get_sampling_bounds_width

    get_sampling_bounds_width() -> float



    set_defaults

    set_defaults( (int)arg2, (SearchStrategy)arg3) -> None



    set_sampling_bounds_width

    set_sampling_bounds_width( (float)arg2) -> None



    PSO

    Inherits from: NOABase

    Constructors

    Methods

    SDI

    Inherits from: NOABase

    Constructors

    Methods