Index

A

AB_MOEA module Ackley (class in Problems.Ackley) Adaptive_EC (class in Evolution_Controls.Adaptive_EC)

Adaptive_Wang2020_EC (class in Evolution_Controls.Adaptive_Wang2020_EC) add_point() (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) append() (Evolution.Population.Population method)

B

BLR_ANN (class in Surrogates.BLR_ANN)

BNN_MCD (class in Surrogates.BNN_MCD) Box_Constrained (class in Problems.Box_Constrained)

C

CEC2013 (class in Problems.CEC2013) CEC2014 (class in Problems.CEC2014) check_integrity() (Evolution.Population.Population method)

Committee_EC (class in Evolution_Controls.Committee_EC) Crossover (class in Evolution.Crossover) Custom_Elitism (class in Evolution.Custom_Elitism)

D

denormalize_predictions() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method)

Distance_EC (class in Evolution_Controls.Distance_EC) DoE (class in Problems.DoE) DTLZ (class in Problems.DTLZ) Dynamic_Exclusive_EC (class in Evolution_Controls.Dynamic_Exclusive_EC) Dynamic_Inclusive_EC (class in Evolution_Controls.Dynamic_Inclusive_EC)

E

EA module Elitist (class in Evolution.Elitist) Ensemble_EC (class in Evolution_Controls.Ensemble_EC) Evolution.__init__ module

Evolution_Control (class in Evolution_Controls.Evolution_Control) Evolution_Controls.__init__ module Expected_Improvement_EC (class in Evolution_Controls.Expected_Improvement_EC)

G

get_bounds() (Problems.Ackley.Ackley method) (Problems.CEC2013.CEC2013 method) (Problems.CEC2014.CEC2014 method) (Problems.DTLZ.DTLZ method) (Problems.Rastrigin.Rastrigin method) (Problems.Rosenbrock.Rosenbrock method) (Problems.Schwefel.Schwefel method) (Problems.Xiong.Xiong method) (Problems.ZDT.ZDT method) get_IC_value() (Evolution_Controls.Adaptive_Wang2020_EC.Adaptive_Wang2020_EC method) (Evolution_Controls.Distance_EC.Distance_EC method) (Evolution_Controls.Expected_Improvement_EC.Expected_Improvement_EC method) (Evolution_Controls.Informed_EC.Informed_EC method) (Evolution_Controls.Lower_Confident_Bound_EC.Lower_Confident_Bound_EC method) (Evolution_Controls.MO_POV_LCB_EC.MO_POV_LCB_EC method) (Evolution_Controls.MO_POV_LCB_IC.MO_POV_LCB_IC method) (Evolution_Controls.POV_EC.POV_EC method) (Evolution_Controls.Pred_Stdev_EC.Pred_Stdev_EC method) (Evolution_Controls.Probability_Improvement_EC.Probability_Improvement_EC method) get_sorted_indexes() (Evolution_Controls.Adaptive_EC.Adaptive_EC method) (Evolution_Controls.Adaptive_Wang2020_EC.Adaptive_Wang2020_EC method) (Evolution_Controls.Committee_EC.Committee_EC method) (Evolution_Controls.Distance_EC.Distance_EC method) (Evolution_Controls.Dynamic_Exclusive_EC.Dynamic_Exclusive_EC method) (Evolution_Controls.Dynamic_Inclusive_EC.Dynamic_Inclusive_EC method) (Evolution_Controls.Ensemble_EC.Ensemble_EC method) (Evolution_Controls.Evolution_Control.Evolution_Control method) (Evolution_Controls.Expected_Improvement_EC.Expected_Improvement_EC method) (Evolution_Controls.Informed_EC.Informed_EC method) (Evolution_Controls.Lower_Confident_Bound_EC.Lower_Confident_Bound_EC method) (Evolution_Controls.MO_POV_LCB_EC.MO_POV_LCB_EC method) (Evolution_Controls.MO_POV_LCB_IC.MO_POV_LCB_IC method) (Evolution_Controls.Pareto_EC.Pareto_EC method) (Evolution_Controls.Pareto_Tian2018_EC.Pareto_Tian2018_EC method) (Evolution_Controls.POV_EC.POV_EC method) (Evolution_Controls.Pred_Stdev_EC.Pred_Stdev_EC method) (Evolution_Controls.Probability_Improvement_EC.Probability_Improvement_EC method) (Evolution_Controls.Random_EC.Random_EC method)

GP (class in Surrogates.GP) GP_MO (class in Surrogates.GP_MO)

H

HCAP module

HSAP module

I

iKRG (class in Surrogates.iKRG) Informed_EC (class in Evolution_Controls.Informed_EC) Intermediate (class in Evolution.Intermediate) is_feasible() (Problems.Ackley.Ackley method) (Problems.CEC2013.CEC2013 method) (Problems.CEC2014.CEC2014 method) (Problems.DTLZ.DTLZ method) (Problems.Rastrigin.Rastrigin method) (Problems.Rosenbrock.Rosenbrock method) (Problems.Schwefel.Schwefel method) (Problems.Xiong.Xiong method) (Problems.ZDT.ZDT method)

L

latin_hypercube_sampling() (Problems.DoE.DoE method) load_from_csv_file() (Evolution.Population.Population method) load_from_pickle_file() (Evolution.Population.Population method) load_sim_archive() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method)

load_trained_model() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method) Lower_Confident_Bound_EC (class in Evolution_Controls.Lower_Confident_Bound_EC)

M

MO_POV_LCB_EC (class in Evolution_Controls.MO_POV_LCB_EC) MO_POV_LCB_IC (class in Evolution_Controls.MO_POV_LCB_IC) module AB_MOEA EA Evolution.__init__ Evolution_Controls.__init__ HCAP HSAP NSGA_II Problems.__init__ RVEA RVEA_star SAEA SAEA_ME SDA_qEGO_CL SDA_qEGO_SB SDA_qPareto SDA_qPostHMC SDA_qsubnets SMBOEA Surrogates.__init__

Multi_Objective (class in Problems.Multi_Objective) Mutation (class in Evolution.Mutation)

N

normalize_obj_vals() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method)

NSGA_II module

P

Pareto_EC (class in Evolution_Controls.Pareto_EC) Pareto_Tian2018_EC (class in Evolution_Controls.Pareto_Tian2018_EC) perform_crossover() (Evolution.Intermediate.Intermediate method) (Evolution.SBX.SBX method) (Evolution.Two_Points.Two_Points method) perform_distance() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method) perform_mutation() (Evolution.Polynomial.Polynomial method) perform_prediction() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method) perform_real_evaluation() (Problems.Ackley.Ackley method) (Problems.CEC2013.CEC2013 method) (Problems.CEC2014.CEC2014 method) (Problems.DTLZ.DTLZ method) (Problems.Rastrigin.Rastrigin method) (Problems.Rosenbrock.Rosenbrock method) (Problems.Schwefel.Schwefel method) (Problems.Xiong.Xiong method) (Problems.ZDT.ZDT method)

perform_replacement() (Evolution.Custom_Elitism.Custom_Elitism method) (Evolution.Elitist.Elitist method) perform_selection() (Evolution.Selection.Selection method) (Evolution.Tournament.Tournament method) (Evolution.Tournament_Position.Tournament_Position method) perform_training() (Surrogates.BLR_ANN.BLR_ANN method) (Surrogates.BNN_MCD.BNN_MCD method) (Surrogates.GP.GP method) (Surrogates.GP_MO.GP_MO method) (Surrogates.iKRG.iKRG method) (Surrogates.rKRG.rKRG method) (Surrogates.Surrogate.Surrogate method) plot() (Evolution.Reference_Vector_Set.Reference_Vector_Set method) (Problems.Ackley.Ackley method) (Problems.CEC2013.CEC2013 method) (Problems.CEC2014.CEC2014 method) (Problems.Rastrigin.Rastrigin method) (Problems.Rosenbrock.Rosenbrock method) (Problems.Schwefel.Schwefel method) (Problems.Xiong.Xiong method) Polynomial (class in Evolution.Polynomial) Population (class in Evolution.Population) POV_EC (class in Evolution_Controls.POV_EC) Pred_Stdev_EC (class in Evolution_Controls.Pred_Stdev_EC) print_shapes() (Evolution.Population.Population method) Probability_Improvement_EC (class in Evolution_Controls.Probability_Improvement_EC) Problem (class in Problems.Problem) Problems.__init__ module

R

Random_EC (class in Evolution_Controls.Random_EC) random_uniform_sampling() (Problems.DoE.DoE method) Rastrigin (class in Problems.Rastrigin) reference_vector_guided_replacement() (Evolution.Reference_Vector_Set.Reference_Vector_Set method) reference_vector_regeneration() (Evolution.Reference_Vector_Set.Reference_Vector_Set method) Reference_Vector_Set (class in Evolution.Reference_Vector_Set) reference_vector_update() (Evolution.Reference_Vector_Set.Reference_Vector_Set method)

Replacement (class in Evolution.Replacement) rKRG (class in Surrogates.rKRG) Rosenbrock (class in Problems.Rosenbrock) RVEA module RVEA_star module

S

SAEA module SAEA_ME module save_sim_archive() (Evolution.Population.Population method) save_to_csv_file() (Evolution.Population.Population method) (Evolution.Reference_Vector_Set.Reference_Vector_Set method) save_to_pickle_file() (Evolution.Population.Population method) SBX (class in Evolution.SBX) Schwefel (class in Problems.Schwefel) SDA_qEGO_CL module SDA_qEGO_SB module

SDA_qPareto module SDA_qPostHMC module SDA_qsubnets module Selection (class in Evolution.Selection) Single_Objective (class in Problems.Single_Objective) SMBOEA module sort() (Evolution.Population.Population method) split_in_batches() (Evolution.Population.Population method) Surrogate (class in Surrogates.Surrogate) Surrogates.__init__ module

T

Tournament (class in Evolution.Tournament)

Tournament_Position (class in Evolution.Tournament_Position) Two_Points (class in Evolution.Two_Points)

U

update_active() (Evolution_Controls.Adaptive_EC.Adaptive_EC method) (Evolution_Controls.Dynamic_Exclusive_EC.Dynamic_Exclusive_EC method) (Evolution_Controls.Dynamic_Inclusive_EC.Dynamic_Inclusive_EC method)

update_best_sim() (Evolution.Population.Population method) update_EC() (Evolution_Controls.Adaptive_Wang2020_EC.Adaptive_Wang2020_EC method)

X

Xiong (class in Problems.Xiong)

Z

ZDT (class in Problems.ZDT)