Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y _ __init__() (optimagic.optimization.algorithm.Algorithm method) __new__() (optimagic.OptimizeLogReader static method) (optimagic.typing.Direction method) A acquisition_function (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) add_batch() (optimagic.History method) add_entry() (optimagic.History method) AggregationLevel (class in optimagic.typing) algo_info (optimagic.optimization.algorithm.Algorithm property) Algorithm (class in optimagic.optimization.algorithm) algorithm (optimagic.OptimizeResult attribute), [1] algorithm_output (optimagic.OptimizeResult attribute), [1] allow_duplicate_genes (optimagic.optimizers.pygad_optimizer.Pygad attribute) allow_duplicate_points (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) alpha (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) annealing (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) annealing_rate (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) antismooth (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) B base_outcome (estimagic.BootstrapResult property) batch_evaluator (optimagic.MultistartOptions attribute), [1] (optimagic.NumdiffOptions attribute), [1] batch_fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) batch_fun_and_jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) batch_jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) batch_size (optimagic.MultistartOptions attribute), [1] (optimagic.optimizers.pygad_optimizer.Pygad attribute) batches (optimagic.History property) BatchEvaluator (class in optimagic.typing) BatchEvaluatorLiteral (in module optimagic.typing) BayesOpt (class in optimagic.optimizers.bayesian_optimizer) bootstrap() (in module estimagic) BootstrapResult (class in estimagic) boundary_strategy (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) Bounds (class in optimagic) bounds (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) C caching (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) calculate_trustregion_initial_radius() (in module optimagic.utilities) cauchy (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) center_init (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) check_constraints() (in module optimagic) chol_params_to_lower_triangular_matrix() (in module optimagic.utilities) ci() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) clipping_value (optimagic.ScalingOptions attribute), [1] CMA_active (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_cmean (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_const_trace (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_dampsvec_fade (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_diagonal (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_diagonal_decoding (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_mirrormethod (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_on (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_rankmu (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_rankone (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) cognitive (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) cognitive_parameter (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) cognitive_weight (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) CONSTRAINTS_ABSOLUTE_TOLERANCE (in module optimagic.optimization.algo_options) CONTINUE (optimagic.typing.ErrorHandling attribute) CONVERGENCE_FTOL_ABS (in module optimagic.optimization.algo_options) convergence_ftol_abs (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) convergence_ftol_iter (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) CONVERGENCE_FTOL_REL (in module optimagic.optimization.algo_options) convergence_ftol_rel (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) CONVERGENCE_GENERATIONS_NOIMPROVE (in module optimagic.optimization.algo_options) convergence_generations_noimprove (optimagic.optimizers.pygad_optimizer.Pygad attribute) CONVERGENCE_GTOL_ABS (in module optimagic.optimization.algo_options) convergence_gtol_abs (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) CONVERGENCE_GTOL_REL (in module optimagic.optimization.algo_options) CONVERGENCE_GTOL_SCALED (in module optimagic.optimization.algo_options) convergence_iter_noimprove (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) convergence_max_discoveries (optimagic.MultistartOptions attribute), [1] convergence_plot() (in module optimagic) convergence_relative_params_tolerance (optimagic.MultistartOptions attribute) convergence_report (optimagic.OptimizeResult attribute), [1] CONVERGENCE_SECOND_BEST_FTOL_ABS (in module optimagic.optimization.algo_options) CONVERGENCE_SECOND_BEST_XTOL_ABS (in module optimagic.optimization.algo_options) CONVERGENCE_TARGET_VALUE (in module optimagic.optimization.algo_options) convergence_target_value (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) CONVERGENCE_XTOL_ABS (in module optimagic.optimization.algo_options) convergence_xtol_abs (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CONVERGENCE_XTOL_REL (in module optimagic.optimization.algo_options) convergence_xtol_rel (optimagic.MultistartOptions attribute), [1] converter (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) count_free_params() (in module optimagic) cov() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) cov_matrix_to_params() (in module optimagic.utilities) cov_matrix_to_sdcorr_params() (in module optimagic.utilities) cov_params_to_matrix() (in module optimagic.utilities) cov_to_sds_and_corr() (in module optimagic.utilities) create_engine() (optimagic.SQLiteLogOptions method) criterion (optimagic.History property) (optimagic.OptimizeResult property) (optimagic.typing.IterationHistory attribute) criterion_plot() (in module optimagic) crossover (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) crossover_probability (optimagic.optimizers.pygad_optimizer.Pygad attribute) crossover_rate (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) crossover_type (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) CSA_dampfac (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CSA_squared (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) D decay_rate (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) DecreasingConstraint (class in optimagic) derivative (optimagic.NonlinearConstraint attribute), [1] diagonal (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) dict_of_lists_to_list_of_dicts() (in module optimagic.utilities) DictLikeAccess (class in optimagic.typing) dimension_to_number_of_triangular_elements() (in module optimagic.utilities) Direction (class in optimagic.typing) direction (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult attribute), [1] DirectionLiteral (in module optimagic.typing) distribution (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) E elitist (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) enable_sdr (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) epsilon (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) EqualityConstraint (class in optimagic) error_handling (optimagic.MultistartOptions attribute), [1] ErrorHandling (class in optimagic.typing) ErrorHandlingLiteral (in module optimagic.typing) estimate_ml() (in module estimagic) estimate_msm() (in module estimagic) estimation_table() (in module estimagic) eval_final_mean (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) EvalTask (class in optimagic.typing) EXPLORATION (optimagic.typing.EvalTask attribute) exploration (optimagic.typing.MultiStartIterationHistory attribute), [1] exploration_decay (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) exploration_decay_delay (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) exploration_error_handling (optimagic.MultistartOptions attribute) exploration_fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) extra_start_params (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) F F1 (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) F2 (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) fast_cmaes (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) fast_numpy_full() (in module optimagic.utilities) first_derivative() (in module optimagic) FixedConstraint (class in optimagic) flat_param_names (optimagic.History property) flat_params (optimagic.History property) FlatCovConstraint (class in optimagic) FlatSDCorrConstraint (class in optimagic) fun (optimagic.History property) (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] FUN (optimagic.typing.EvalTask attribute) fun (optimagic.typing.IterationHistory attribute) fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) FUN_AND_JAC (optimagic.typing.EvalTask attribute) fun_and_jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) fun_data() (optimagic.History method) func (optimagic.NonlinearConstraint attribute), [1] G gene_constraint (optimagic.optimizers.pygad_optimizer.Pygad attribute) get_benchmark_problems() (in module optimagic) get_moments_cov() (in module estimagic) get_population_size() (in module optimagic.optimization.algo_options) get_rng() (in module optimagic.utilities) GFODifferentialEvolution (class in optimagic.optimizers.gfo_optimizers) GFODownhillSimplex (class in optimagic.optimizers.gfo_optimizers) GFOEvolutionStrategy (class in optimagic.optimizers.gfo_optimizers) GFOGeneticAlgorithm (class in optimagic.optimizers.gfo_optimizers) GFOHillClimbing (class in optimagic.optimizers.gfo_optimizers) GFOParallelTempering (class in optimagic.optimizers.gfo_optimizers) GFOParticleSwarmOptimization (class in optimagic.optimizers.gfo_optimizers) GFOPowellsMethod (class in optimagic.optimizers.gfo_optimizers) GFORepulsingHillClimbing (class in optimagic.optimizers.gfo_optimizers) GFOSimulatedAnnealing (class in optimagic.optimizers.gfo_optimizers) GFOSpiralOptimization (class in optimagic.optimizers.gfo_optimizers) GFOStochasticHillClimbing (class in optimagic.optimizers.gfo_optimizers) GtOneFloat (in module optimagic.typing) H hash_array() (in module optimagic.utilities) hess (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) hess_inv (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) hessian (estimagic.LikelihoodResult property) high_speed (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) History (class in optimagic) history (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult attribute), [1] (optimagic.typing.MultiStartIterationHistory attribute), [1] I IminuitMigrad (class in optimagic.optimizers.iminuit_migrad) IncreasingConstraint (class in optimagic) inertia (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) inertia_weight (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) info (optimagic.optimization.algorithm.InternalOptimizeResult attribute) init_budget (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) init_points (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) initial_popsize (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) initial_population (optimagic.optimizers.pygad_optimizer.Pygad attribute) initial_positions (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) initialization (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) InternalOptimizationProblem (class in optimagic.optimization.internal_optimization_problem) InternalOptimizeResult (class in optimagic.optimization.algorithm) invariant_path (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) is_accepted (optimagic.History property) isotropic (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) isscalar() (in module optimagic.utilities) items() (optimagic.typing.DictLikeAccess method) IterationHistory (class in optimagic.typing) iters_p_dim (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) J jac (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) JAC (optimagic.typing.EvalTask attribute) jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) jacobian (estimagic.LikelihoodResult property) (estimagic.MomentsResult property) joblib_batch_evaluator() (in module optimagic.batch_evaluators) K K_tournament (optimagic.optimizers.pygad_optimizer.Pygad attribute) kappa (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) keep_elitism (optimagic.optimizers.pygad_optimizer.Pygad attribute) keep_parents (optimagic.optimizers.pygad_optimizer.Pygad attribute) keys() (optimagic.typing.DictLikeAccess method) L LEAST_SQUARES (optimagic.typing.AggregationLevel attribute) LIKELIHOOD (optimagic.typing.AggregationLevel attribute) LikelihoodResult (class in estimagic) LIMITED_MEMORY_STORAGE_LENGTH (in module optimagic.optimization.algo_options) limited_memory_storage_length (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) linear_constraints (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) LinearConstraint (class in optimagic) list_of_dicts_to_dict_of_lists() (in module optimagic.utilities) local_histories (optimagic.typing.MultiStartIterationHistory attribute), [1] logger (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult attribute) lollipop_plot() (in module estimagic) lower (optimagic.Bounds attribute) lower_bound (optimagic.LinearConstraint attribute), [1] (optimagic.NonlinearConstraint attribute), [1] M magnitude (optimagic.ScalingOptions attribute), [1] max_constraint_violation (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) MAX_LINE_SEARCH_STEPS (in module optimagic.optimization.algo_options) max_line_search_steps (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) MAXIMIZE (optimagic.typing.Direction attribute) maximize() (in module optimagic) message (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] method (optimagic.NumdiffOptions attribute), [1] (optimagic.ScalingOptions attribute), [1] middle_point (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) min_steps (optimagic.NumdiffOptions attribute), [1] MINIMIZE (optimagic.typing.Direction attribute) minimize() (in module optimagic) minimizer() (in module optimagic.mark) mixing_weight_bounds (optimagic.MultistartOptions attribute), [1] mixing_weight_method (optimagic.MultistartOptions attribute), [1] module optimagic.batch_evaluators optimagic.optimization.algo_options optimagic.typing optimagic.utilities MomentsResult (class in estimagic) monotone_fun (optimagic.History property) multistart_info (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] MultiStartIterationHistory (class in optimagic.typing) MultistartOptions (class in optimagic) mutation (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) mutation_rate (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) N n_components (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) n_cores (optimagic.MultistartOptions attribute), [1] (optimagic.NumdiffOptions attribute), [1] (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCGA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEDA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) n_criterion_evaluations (optimagic.OptimizeResult property) n_derivative_evaluations (optimagic.OptimizeResult property) n_free (optimagic.OptimizeResult attribute), [1] n_fun_evals (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] n_grid_points (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) n_hess_evals (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) n_init (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) n_iter_swap (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) n_iterations (optimagic.optimization.algorithm.InternalOptimizeResult attribute) 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(class in optimagic) O oh_strategy (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) opposition_mode (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) optimagic.batch_evaluators module optimagic.optimization.algo_options module optimagic.typing module optimagic.utilities module optimization_error_handling (optimagic.MultistartOptions attribute) optimize_result (estimagic.LikelihoodResult property) (estimagic.MomentsResult property) OptimizeLogReader (class in optimagic) OptimizeResult (class in optimagic) outcomes (estimagic.BootstrapResult property) P p_accept (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) p_values() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) PairwiseEqualityConstraint (class in 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PySwarmsLocalBestPSO (class in optimagic.optimizers.pyswarms_optimizers) Q quasi_opp_init (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) R RAISE (optimagic.typing.ErrorHandling attribute) RAISE_STRICT (optimagic.typing.ErrorHandling attribute) rand_rest_p (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) 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