Index

A

AAO (class in mealpy.swarm_based.AO) ABFO (class in mealpy.swarm_based.BFO) acceleration__() (mealpy.physics_based.ASO.OriginalASO method) AdaptiveBA (class in mealpy.swarm_based.BA) AdaptiveEO (class in mealpy.physics_based.EO) after_initialization() (mealpy.optimizer.Optimizer method) Agent (class in mealpy.utils.agent) AIW_PSO (class in mealpy.swarm_based.PSO) amend_solution() (mealpy.bio_based.VCS.OriginalVCS method) (mealpy.evolutionary_based.FPA.OriginalFPA method) (mealpy.human_based.BSO.OriginalBSO method) (mealpy.human_based.FBIO.OriginalFBIO method) (mealpy.human_based.SARO.DevSARO method) (mealpy.math_based.SCA.OriginalSCA method) (mealpy.math_based.SCA.QleSCA method) (mealpy.optimizer.Optimizer method) (mealpy.physics_based.ASO.OriginalASO method) (mealpy.physics_based.EFO.OriginalEFO method) (mealpy.physics_based.NRO.OriginalNRO method) (mealpy.swarm_based.AGTO.MGTO method) (mealpy.swarm_based.PSO.AIW_PSO method) (mealpy.swarm_based.PSO.LDW_PSO method) (mealpy.swarm_based.PSO.OriginalPSO method) (mealpy.swarm_based.SLO.OriginalSLO method) (mealpy.swarm_based.SSA.DevSSA method) (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method)

attract_repel__() (mealpy.swarm_based.BFO.OriginalBFO method) AugmentedAEO (class in mealpy.system_based.AEO) AVAILABLE_MODES (mealpy.optimizer.Optimizer attribute)

B

BaseGA (class in mealpy.evolutionary_based.GA) BaseVar (class in mealpy.utils.space) before_initialization() (mealpy.optimizer.Optimizer method) before_main_loop() (mealpy.evolutionary_based.ES.CMA_ES method) (mealpy.evolutionary_based.ES.Simple_CMA_ES method) (mealpy.human_based.HBO.OriginalHBO method) (mealpy.math_based.TS.OriginalTS method) (mealpy.optimizer.Optimizer method) (mealpy.physics_based.FLA.OriginalFLA method) (mealpy.physics_based.SA.GaussianSA method) (mealpy.physics_based.SA.OriginalSA method) (mealpy.swarm_based.GWO.DS_GWO method)

best_algorithm (mealpy.tuner.Tuner property) best_params (mealpy.tuner.Tuner property) best_row (mealpy.tuner.Tuner property) best_score (mealpy.tuner.Tuner property) BinaryVar (class in mealpy.utils.space) bits_climber__() (mealpy.evolutionary_based.MA.OriginalMA method) BoolVar (class in mealpy.utils.space) bounded_solution() (mealpy.swarm_based.PSO.C_PSO method) bounds (mealpy.utils.problem.Problem property) broadcast_spawning_brooding__() (mealpy.evolutionary_based.CRO.OriginalCRO method)

C

C_PSO (class in mealpy.swarm_based.PSO) calculate_fitness() (mealpy.utils.target.Target method) calculate_queue_length__() (mealpy.human_based.QSA.DevQSA method) calculate_xmean__() (mealpy.bio_based.VCS.DevVCS method) CategoricalVar (class in mealpy.utils.space) cauchy_gaussian_mutation() (mealpy.swarm_based.GWO.CG_GWO method) CG_GWO (class in mealpy.swarm_based.GWO) CHAOTIC_MAPS (mealpy.swarm_based.GWO.ChaoticGWO attribute) ChaoticGWO (class in mealpy.swarm_based.GWO) check_bool() (mealpy.utils.validator.Validator method) check_float() (mealpy.utils.validator.Validator method) check_input() (mealpy.multitask.Multitask method) check_int() (mealpy.utils.validator.Validator method) check_is_instance() (mealpy.utils.validator.Validator method) check_is_int_and_float() (mealpy.utils.validator.Validator method) check_list_tuple() (mealpy.utils.validator.Validator method) check_mode_and_workers() (mealpy.optimizer.Optimizer method) check_problem() (mealpy.optimizer.Optimizer method) check_str() (mealpy.utils.validator.Validator method) check_termination() (mealpy.optimizer.Optimizer method) check_tuple_float() (mealpy.utils.validator.Validator method) check_tuple_int() (mealpy.utils.validator.Validator method) CL_PSO (class in mealpy.swarm_based.PSO) CleverBookBeesA (class in mealpy.swarm_based.BeesA) CMA_ES (class in mealpy.evolutionary_based.ES) coefficient_vector__() (mealpy.swarm_based.MGO.OriginalMGO method) colleagues_limits_generator__() (mealpy.human_based.HBO.OriginalHBO method)

compare_fitness() (mealpy.optimizer.Optimizer static method) compare_target() (mealpy.optimizer.Optimizer static method) compute_cell_interaction__() (mealpy.swarm_based.BFO.OriginalBFO method) copy() (mealpy.utils.agent.Agent method) (mealpy.utils.target.Target method) correct() (mealpy.utils.space.BaseVar method) (mealpy.utils.space.BinaryVar method) (mealpy.utils.space.BoolVar method) (mealpy.utils.space.FloatVar method) (mealpy.utils.space.IntegerVar method) (mealpy.utils.space.PermutationVar method) (mealpy.utils.space.SequenceVar method) (mealpy.utils.space.StringVar method) (mealpy.utils.space.TransferBinaryVar method) (mealpy.utils.space.TransferBoolVar method) correct_solution() (mealpy.optimizer.Optimizer method) (mealpy.utils.problem.Problem method) correct_solution_with_bounds() (mealpy.utils.problem.Problem static method) create_child__() (mealpy.evolutionary_based.MA.OriginalMA method) create_faithful__() (mealpy.human_based.CA.OriginalCA method) create_logger() (mealpy.utils.logger.Logger method) create_population() (mealpy.math_based.PSS.OriginalPSS method) create_x_y_x1_y1__() (mealpy.swarm_based.BES.OriginalBES method) crossover__() (mealpy.evolutionary_based.MA.OriginalMA method) (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) crossover_arithmetic() (mealpy.optimizer.Optimizer method) crossover_process__() (mealpy.evolutionary_based.GA.BaseGA method) crossover_random__() (mealpy.swarm_based.NMRA.ImprovedNMRA method)

D

decode() (mealpy.utils.space.BaseVar method) (mealpy.utils.space.BinaryVar method) (mealpy.utils.space.BoolVar method) (mealpy.utils.space.FloatVar method) (mealpy.utils.space.IntegerVar method) (mealpy.utils.space.PermutationVar method) (mealpy.utils.space.SequenceVar method) (mealpy.utils.space.StringVar method) decode__() (mealpy.evolutionary_based.MA.OriginalMA method) decode_solution() (mealpy.utils.problem.Problem method) decode_solution_with_bounds() (mealpy.utils.problem.Problem static method) density__() (mealpy.math_based.SCA.QleSCA method) DevALO (class in mealpy.swarm_based.ALO) DevBA (class in mealpy.swarm_based.BA) DevBBO (class in mealpy.bio_based.BBO) DevBRO (class in mealpy.human_based.BRO) DevCHIO (class in mealpy.human_based.CHIO) DevDMOA (class in mealpy.swarm_based.DMOA) DevEFO (class in mealpy.physics_based.EFO) DevFBIO (class in mealpy.human_based.FBIO) DevFOA (class in mealpy.swarm_based.FOA)

DevFOX (class in mealpy.swarm_based.FOX) DevGCO (class in mealpy.system_based.GCO) DevGSKA (class in mealpy.human_based.GSKA) DevHS (class in mealpy.music_based.HS) DevJA (class in mealpy.swarm_based.JA) DevLCO (class in mealpy.human_based.LCO) DevMVO (class in mealpy.physics_based.MVO) DevQSA (class in mealpy.human_based.QSA) DevSARO (class in mealpy.human_based.SARO) DevSBO (class in mealpy.bio_based.SBO) DevSCA (class in mealpy.math_based.SCA) DevSMA (class in mealpy.bio_based.SMA) DevSOA (class in mealpy.bio_based.SOA) DevSPBO (class in mealpy.human_based.SPBO) DevSSA (class in mealpy.swarm_based.SSA) DevTLO (class in mealpy.human_based.TLO) DevTPO (class in mealpy.bio_based.TPO) DevVCS (class in mealpy.bio_based.VCS) DevWOA (class in mealpy.swarm_based.WOA) distance__() (mealpy.math_based.SCA.QleSCA method) DS_GWO (class in mealpy.swarm_based.GWO) duplicate_pop() (mealpy.optimizer.Optimizer static method)

E

edit_to_range__() (mealpy.evolutionary_based.DE.SAP_DE method) EliteMultiGA (class in mealpy.evolutionary_based.GA) EliteSingleGA (class in mealpy.evolutionary_based.GA) encode() (mealpy.utils.space.BaseVar method) (mealpy.utils.space.BinaryVar method) (mealpy.utils.space.BoolVar method) (mealpy.utils.space.FloatVar method) (mealpy.utils.space.IntegerVar method) (mealpy.utils.space.PermutationVar method) (mealpy.utils.space.SequenceVar method) (mealpy.utils.space.StringVar method) encode_solution() (mealpy.utils.problem.Problem method) encode_solution_with_bounds() (mealpy.utils.problem.Problem static method) EnhancedAEO (class in mealpy.system_based.AEO) EnhancedTWO (class in mealpy.physics_based.TWO) EPSILON (mealpy.optimizer.Optimizer attribute) ER_GWO (class in mealpy.swarm_based.GWO) evaluate__() (mealpy.swarm_based.BFO.OriginalBFO method) evolve() (mealpy.bio_based.BBO.DevBBO method) (mealpy.bio_based.BBO.OriginalBBO method) (mealpy.bio_based.BBOA.OriginalBBOA method) (mealpy.bio_based.BMO.OriginalBMO method) (mealpy.bio_based.EOA.OriginalEOA method) (mealpy.bio_based.IWO.OriginalIWO method) (mealpy.bio_based.SBO.DevSBO method) (mealpy.bio_based.SBO.OriginalSBO method) (mealpy.bio_based.SMA.DevSMA method) (mealpy.bio_based.SMA.OriginalSMA method) (mealpy.bio_based.SOA.DevSOA method) (mealpy.bio_based.SOA.OriginalSOA method) (mealpy.bio_based.SOS.OriginalSOS method) (mealpy.bio_based.TPO.DevTPO method) (mealpy.bio_based.TSA.OriginalTSA method) (mealpy.bio_based.VCS.DevVCS method) (mealpy.bio_based.VCS.OriginalVCS method) (mealpy.bio_based.WHO.OriginalWHO method) (mealpy.evolutionary_based.CRO.OCRO method) (mealpy.evolutionary_based.CRO.OriginalCRO method) (mealpy.evolutionary_based.DE.JADE method) (mealpy.evolutionary_based.DE.OriginalDE method) (mealpy.evolutionary_based.DE.SADE method) (mealpy.evolutionary_based.DE.SAP_DE method) (mealpy.evolutionary_based.EP.LevyEP method) (mealpy.evolutionary_based.EP.OriginalEP method) (mealpy.evolutionary_based.ES.CMA_ES method) (mealpy.evolutionary_based.ES.LevyES method) (mealpy.evolutionary_based.ES.OriginalES method) (mealpy.evolutionary_based.ES.Simple_CMA_ES method) (mealpy.evolutionary_based.FPA.OriginalFPA method) (mealpy.evolutionary_based.GA.BaseGA method) (mealpy.evolutionary_based.GA.EliteMultiGA method) (mealpy.evolutionary_based.GA.EliteSingleGA method) (mealpy.evolutionary_based.MA.OriginalMA method) (mealpy.evolutionary_based.SHADE.L_SHADE method) (mealpy.evolutionary_based.SHADE.OriginalSHADE method) (mealpy.human_based.BRO.DevBRO method) (mealpy.human_based.BRO.OriginalBRO method) (mealpy.human_based.BSO.ImprovedBSO method) (mealpy.human_based.BSO.OriginalBSO method) (mealpy.human_based.CA.OriginalCA method) (mealpy.human_based.CHIO.DevCHIO method) (mealpy.human_based.CHIO.OriginalCHIO method) (mealpy.human_based.FBIO.DevFBIO method) (mealpy.human_based.FBIO.OriginalFBIO method) (mealpy.human_based.GSKA.DevGSKA method) (mealpy.human_based.GSKA.OriginalGSKA method) (mealpy.human_based.HBO.OriginalHBO method) (mealpy.human_based.HCO.OriginalHCO method) (mealpy.human_based.ICA.OriginalICA method) (mealpy.human_based.LCO.DevLCO method) (mealpy.human_based.LCO.ImprovedLCO method) (mealpy.human_based.LCO.OriginalLCO method) (mealpy.human_based.QSA.DevQSA method) (mealpy.human_based.QSA.ImprovedQSA method) (mealpy.human_based.QSA.LevyQSA method) (mealpy.human_based.QSA.OppoQSA method) (mealpy.human_based.QSA.OriginalQSA method) (mealpy.human_based.SARO.DevSARO method) (mealpy.human_based.SARO.OriginalSARO method) (mealpy.human_based.SPBO.DevSPBO method) (mealpy.human_based.SPBO.OriginalSPBO method) (mealpy.human_based.SSDO.OriginalSSDO method) (mealpy.human_based.TLO.DevTLO method) (mealpy.human_based.TLO.ImprovedTLO method) (mealpy.human_based.TLO.OriginalTLO method) (mealpy.human_based.TOA.OriginalTOA method) (mealpy.human_based.WarSO.OriginalWarSO method) (mealpy.math_based.AOA.OriginalAOA method) (mealpy.math_based.CEM.OriginalCEM method) (mealpy.math_based.CGO.OriginalCGO method) (mealpy.math_based.CircleSA.OriginalCircleSA method) (mealpy.math_based.GBO.OriginalGBO method) (mealpy.math_based.HC.OriginalHC method) (mealpy.math_based.HC.SwarmHC method) (mealpy.math_based.INFO.OriginalINFO method) (mealpy.math_based.PSS.OriginalPSS method) (mealpy.math_based.RUN.OriginalRUN method) (mealpy.math_based.SCA.DevSCA method) (mealpy.math_based.SCA.OriginalSCA method) (mealpy.math_based.SCA.QleSCA method) (mealpy.math_based.SHIO.OriginalSHIO method) (mealpy.math_based.TS.OriginalTS method) (mealpy.music_based.HS.DevHS method) (mealpy.music_based.HS.OriginalHS method) (mealpy.optimizer.Optimizer method) (mealpy.physics_based.ArchOA.OriginalArchOA method) (mealpy.physics_based.ASO.OriginalASO method) (mealpy.physics_based.CDO.OriginalCDO method) (mealpy.physics_based.EFO.DevEFO method) (mealpy.physics_based.EFO.OriginalEFO method) (mealpy.physics_based.EO.AdaptiveEO method) (mealpy.physics_based.EO.ModifiedEO method) (mealpy.physics_based.EO.OriginalEO method) (mealpy.physics_based.EVO.OriginalEVO method) (mealpy.physics_based.FLA.OriginalFLA method) (mealpy.physics_based.HGSO.OriginalHGSO method) (mealpy.physics_based.MVO.DevMVO method) (mealpy.physics_based.MVO.OriginalMVO method) (mealpy.physics_based.NRO.OriginalNRO method) (mealpy.physics_based.RIME.OriginalRIME method) (mealpy.physics_based.SA.GaussianSA method) (mealpy.physics_based.SA.OriginalSA method) (mealpy.physics_based.SA.SwarmSA method) (mealpy.physics_based.TWO.EnhancedTWO method) (mealpy.physics_based.TWO.LevyTWO method) (mealpy.physics_based.TWO.OppoTWO method) (mealpy.physics_based.TWO.OriginalTWO method) (mealpy.physics_based.WDO.OriginalWDO method) (mealpy.swarm_based.ABC.OriginalABC method) (mealpy.swarm_based.ACOR.OriginalACOR method) (mealpy.swarm_based.AGTO.MGTO method) (mealpy.swarm_based.AGTO.OriginalAGTO method) (mealpy.swarm_based.ALO.DevALO method) (mealpy.swarm_based.ALO.OriginalALO method) (mealpy.swarm_based.AO.AAO method) (mealpy.swarm_based.AO.OriginalAO method) (mealpy.swarm_based.ARO.IARO method) (mealpy.swarm_based.ARO.LARO method) (mealpy.swarm_based.ARO.OriginalARO method) (mealpy.swarm_based.AVOA.OriginalAVOA method) (mealpy.swarm_based.BA.AdaptiveBA method) (mealpy.swarm_based.BA.DevBA method) (mealpy.swarm_based.BA.OriginalBA method) (mealpy.swarm_based.BeesA.CleverBookBeesA method) (mealpy.swarm_based.BeesA.OriginalBeesA method) (mealpy.swarm_based.BeesA.ProbBeesA method) (mealpy.swarm_based.BES.OriginalBES method) (mealpy.swarm_based.BFO.ABFO method) (mealpy.swarm_based.BFO.OriginalBFO method) (mealpy.swarm_based.BSA.OriginalBSA method) (mealpy.swarm_based.COA.OriginalCOA method) (mealpy.swarm_based.CoatiOA.OriginalCoatiOA method) (mealpy.swarm_based.CSA.OriginalCSA method) (mealpy.swarm_based.CSO.OriginalCSO method) (mealpy.swarm_based.DMOA.DevDMOA method) (mealpy.swarm_based.DMOA.OriginalDMOA method) (mealpy.swarm_based.DO.OriginalDO method) (mealpy.swarm_based.EHO.OriginalEHO method) (mealpy.swarm_based.ESOA.OriginalESOA method) (mealpy.swarm_based.FA.OriginalFA method) (mealpy.swarm_based.FFA.OriginalFFA method) (mealpy.swarm_based.FFO.OriginalFFO method) (mealpy.swarm_based.FOA.DevFOA method) (mealpy.swarm_based.FOA.OriginalFOA method) (mealpy.swarm_based.FOA.WhaleFOA method) (mealpy.swarm_based.FOX.DevFOX method) (mealpy.swarm_based.FOX.OriginalFOX method) (mealpy.swarm_based.GJO.OriginalGJO method) (mealpy.swarm_based.GOA.OriginalGOA method) (mealpy.swarm_based.GTO.Matlab101GTO method) (mealpy.swarm_based.GTO.Matlab102GTO method) (mealpy.swarm_based.GTO.OriginalGTO method) (mealpy.swarm_based.GWO.CG_GWO method) (mealpy.swarm_based.GWO.ChaoticGWO method) (mealpy.swarm_based.GWO.ER_GWO method) (mealpy.swarm_based.GWO.ExGWO method) (mealpy.swarm_based.GWO.FuzzyGWO method) (mealpy.swarm_based.GWO.GWO_WOA method) (mealpy.swarm_based.GWO.IGWO method) (mealpy.swarm_based.GWO.IncrementalGWO method) (mealpy.swarm_based.GWO.IOBL_GWO method) (mealpy.swarm_based.GWO.OGWO method) (mealpy.swarm_based.GWO.OriginalGWO method) (mealpy.swarm_based.GWO.RW_GWO method) (mealpy.swarm_based.HBA.OriginalHBA method) (mealpy.swarm_based.HGS.OriginalHGS method) (mealpy.swarm_based.HHO.OriginalHHO method) (mealpy.swarm_based.JA.DevJA method) (mealpy.swarm_based.JA.LevyJA method) (mealpy.swarm_based.JA.OriginalJA method) (mealpy.swarm_based.MFO.OriginalMFO method) (mealpy.swarm_based.MGO.OriginalMGO method) (mealpy.swarm_based.MPA.OriginalMPA method) (mealpy.swarm_based.MRFO.OriginalMRFO method) (mealpy.swarm_based.MRFO.WMQIMRFO method) (mealpy.swarm_based.MSA.OriginalMSA method) (mealpy.swarm_based.NGO.OriginalNGO method) (mealpy.swarm_based.NMRA.ImprovedNMRA method) (mealpy.swarm_based.NMRA.OriginalNMRA method) (mealpy.swarm_based.OOA.OriginalOOA method) (mealpy.swarm_based.PFA.OriginalPFA method) (mealpy.swarm_based.POA.OriginalPOA method) (mealpy.swarm_based.PSO.AIW_PSO method) (mealpy.swarm_based.PSO.C_PSO method) (mealpy.swarm_based.PSO.CL_PSO method) (mealpy.swarm_based.PSO.HPSO_TVAC method) (mealpy.swarm_based.PSO.LDW_PSO method) (mealpy.swarm_based.PSO.OriginalPSO method) (mealpy.swarm_based.PSO.P_PSO method) (mealpy.swarm_based.SCSO.OriginalSCSO method) (mealpy.swarm_based.SeaHO.OriginalSeaHO method) (mealpy.swarm_based.ServalOA.OriginalServalOA method) (mealpy.swarm_based.SFO.ImprovedSFO method) (mealpy.swarm_based.SFO.OriginalSFO method) (mealpy.swarm_based.SHO.OriginalSHO method) (mealpy.swarm_based.SLO.ImprovedSLO method) (mealpy.swarm_based.SLO.ModifiedSLO method) (mealpy.swarm_based.SLO.OriginalSLO method) (mealpy.swarm_based.SRSR.OriginalSRSR method) (mealpy.swarm_based.SSA.DevSSA method) (mealpy.swarm_based.SSA.OriginalSSA method) (mealpy.swarm_based.SSO.OriginalSSO method) (mealpy.swarm_based.SSpiderA.OriginalSSpiderA method) (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) (mealpy.swarm_based.STO.OriginalSTO method) (mealpy.swarm_based.TDO.OriginalTDO method) (mealpy.swarm_based.TSO.OriginalTSO method) (mealpy.swarm_based.WaOA.OriginalWaOA method) (mealpy.swarm_based.WOA.DevWOA method) (mealpy.swarm_based.WOA.HI_WOA method) (mealpy.swarm_based.WOA.OriginalWOA method) (mealpy.swarm_based.ZOA.OriginalZOA method) (mealpy.system_based.AEO.AugmentedAEO method) (mealpy.system_based.AEO.EnhancedAEO method) (mealpy.system_based.AEO.ImprovedAEO method) (mealpy.system_based.AEO.ModifiedAEO method) (mealpy.system_based.AEO.OriginalAEO method) (mealpy.system_based.GCO.DevGCO method) (mealpy.system_based.GCO.OriginalGCO method) (mealpy.system_based.WCA.OriginalWCA method)

execute() (mealpy.multitask.Multitask method) (mealpy.tuner.Tuner method) ExGWO (class in mealpy.swarm_based.GWO) export_convergence_chart() (in module mealpy.utils.visualize.linechart) export_diversity_chart() (in module mealpy.utils.visualize.linechart) export_explore_exploit_chart() (in module mealpy.utils.visualize.linechart) export_figures() (mealpy.tuner.Tuner method) export_objectives_chart() (in module mealpy.utils.visualize.linechart) export_results() (mealpy.tuner.Tuner method) export_to_csv() (mealpy.multitask.Multitask static method) export_to_dataframe() (mealpy.multitask.Multitask static method) export_to_json() (mealpy.multitask.Multitask static method) export_trajectory_chart() (in module mealpy.utils.visualize.linechart)

F

find_cluster__() (mealpy.human_based.BSO.ImprovedBSO method) find_idx_min_distance__() (mealpy.human_based.BRO.DevBRO method) find_LJ_potential__() (mealpy.physics_based.ASO.OriginalASO method) fit() (mealpy.utils.space.LabelEncoder method) fit_transform() (mealpy.utils.space.LabelEncoder method)

fitness (mealpy.utils.target.Target property) flatten_group__() (mealpy.physics_based.HGSO.OriginalHGSO method) FloatVar (class in mealpy.utils.space) FUZZY_OPERATORS (mealpy.swarm_based.GWO.FuzzyGWO attribute) FuzzyGWO (class in mealpy.swarm_based.GWO)

G

gaussian_mutation__() (mealpy.evolutionary_based.CRO.OriginalCRO method) GaussianSA (class in mealpy.physics_based.SA) generate() (mealpy.utils.space.BaseVar method) (mealpy.utils.space.BinaryVar method) (mealpy.utils.space.BoolVar method) (mealpy.utils.space.CategoricalVar method) (mealpy.utils.space.FloatVar method) (mealpy.utils.space.IntegerVar method) (mealpy.utils.space.PermutationVar method) (mealpy.utils.space.SequenceVar method) (mealpy.utils.space.StringVar method) (mealpy.utils.space.TransferBinaryVar method) generate_agent() (mealpy.optimizer.Optimizer method) (mealpy.swarm_based.BFO.ABFO method) (mealpy.swarm_based.BSA.OriginalBSA method) (mealpy.swarm_based.ESOA.OriginalESOA method) (mealpy.swarm_based.PSO.AIW_PSO method) (mealpy.swarm_based.PSO.CL_PSO method) (mealpy.swarm_based.PSO.LDW_PSO method) (mealpy.swarm_based.PSO.OriginalPSO method) (mealpy.swarm_based.PSO.P_PSO method) (mealpy.swarm_based.SLO.ModifiedSLO method) (mealpy.swarm_based.SRSR.OriginalSRSR method) (mealpy.swarm_based.SSpiderA.OriginalSSpiderA method) generate_empty_agent() (mealpy.evolutionary_based.DE.SAP_DE method) (mealpy.evolutionary_based.EP.OriginalEP method) (mealpy.evolutionary_based.ES.CMA_ES method) (mealpy.evolutionary_based.ES.OriginalES method) (mealpy.evolutionary_based.MA.OriginalMA method) (mealpy.human_based.BRO.DevBRO method) (mealpy.human_based.SSDO.OriginalSSDO method) (mealpy.math_based.SCA.QleSCA method) (mealpy.optimizer.Optimizer method) (mealpy.physics_based.ArchOA.OriginalArchOA method) (mealpy.physics_based.ASO.OriginalASO method) (mealpy.physics_based.TWO.OriginalTWO method) (mealpy.swarm_based.BA.AdaptiveBA method) (mealpy.swarm_based.BA.OriginalBA method) (mealpy.swarm_based.BFO.ABFO method) (mealpy.swarm_based.BFO.OriginalBFO method) (mealpy.swarm_based.BSA.OriginalBSA method) (mealpy.swarm_based.COA.OriginalCOA method) (mealpy.swarm_based.CSO.OriginalCSO method) (mealpy.swarm_based.ESOA.OriginalESOA method) (mealpy.swarm_based.FOA.OriginalFOA method) (mealpy.swarm_based.HGS.OriginalHGS method) (mealpy.swarm_based.PSO.AIW_PSO method) (mealpy.swarm_based.PSO.CL_PSO method) (mealpy.swarm_based.PSO.LDW_PSO method) (mealpy.swarm_based.PSO.OriginalPSO method) (mealpy.swarm_based.PSO.P_PSO method) (mealpy.swarm_based.SLO.ModifiedSLO method) (mealpy.swarm_based.SRSR.OriginalSRSR method) (mealpy.swarm_based.SSpiderA.OriginalSSpiderA method) (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method)

generate_group_population() (mealpy.optimizer.Optimizer method) generate_opposition_solution() (mealpy.optimizer.Optimizer method) generate_population() (mealpy.optimizer.Optimizer method) generate_solution() (mealpy.utils.problem.Problem method) generate_solution_with_bounds() (mealpy.utils.problem.Problem static method) get_action() (mealpy.math_based.SCA.QTable method) get_action_params() (mealpy.math_based.SCA.QTable method) get_attributes() (mealpy.optimizer.Optimizer method) get_best_agent() (mealpy.optimizer.Optimizer static method) get_best_solution_in_team__() (mealpy.physics_based.HGSO.OriginalHGSO method) get_better_agent() (mealpy.optimizer.Optimizer static method) get_better_solution() (mealpy.utils.agent.Agent method) get_class_name() (mealpy.utils.problem.Problem method) get_coefficients() (mealpy.swarm_based.GWO.DS_GWO method) get_global_repeated_times() (mealpy.utils.history.History method) get_idx_min__() (mealpy.human_based.BRO.DevBRO method) get_index_best() (mealpy.optimizer.Optimizer static method) get_index_kway_tournament_selection() (mealpy.optimizer.Optimizer method) get_index_of_best_agent__() (mealpy.math_based.RUN.OriginalRUN method) get_index_roulette_wheel_selection() (mealpy.optimizer.Optimizer method) get_index_roulette_wheel_selection__() (mealpy.swarm_based.SCSO.OriginalSCSO method) get_indexes_better__() (mealpy.human_based.TOA.OriginalTOA method) (mealpy.swarm_based.OOA.OriginalOOA method) (mealpy.swarm_based.STO.OriginalSTO method) get_intensity__() (mealpy.swarm_based.HBA.OriginalHBA method) get_levy_flight_step() (mealpy.optimizer.Optimizer method) get_name() (mealpy.optimizer.Optimizer method) (mealpy.utils.problem.Problem method) (mealpy.utils.termination.Termination method) get_new_local_pos__() (mealpy.swarm_based.TSO.OriginalTSO method) get_parameters() (mealpy.optimizer.Optimizer method) get_sorted_and_trimmed_population() (mealpy.optimizer.Optimizer static method) get_sorted_population() (mealpy.optimizer.Optimizer static method) get_special_agents() (mealpy.optimizer.Optimizer static method) get_special_fitness() (mealpy.optimizer.Optimizer static method) get_state() (mealpy.math_based.SCA.QTable method) get_target() (mealpy.optimizer.Optimizer method) (mealpy.utils.problem.Problem method) get_weights__() (mealpy.swarm_based.PSO.C_PSO method) get_worst_agent() (mealpy.optimizer.Optimizer static method) greedy_selection_population() (mealpy.optimizer.Optimizer static method) group_stage_competition() (mealpy.swarm_based.GWO.DS_GWO method) GWO_WOA (class in mealpy.swarm_based.GWO)

H

heapifying__() (mealpy.human_based.HBO.OriginalHBO method) HI_WOA (class in mealpy.swarm_based.WOA)

History (class in mealpy.utils.history) HPSO_TVAC (class in mealpy.swarm_based.PSO)

I

IARO (class in mealpy.swarm_based.ARO) ID (mealpy.utils.agent.Agent attribute) IGWO (class in mealpy.swarm_based.GWO) improved_ms() (mealpy.optimizer.Optimizer method) ImprovedAEO (class in mealpy.system_based.AEO) ImprovedBSO (class in mealpy.human_based.BSO) ImprovedLCO (class in mealpy.human_based.LCO) ImprovedNMRA (class in mealpy.swarm_based.NMRA) ImprovedQSA (class in mealpy.human_based.QSA) ImprovedSFO (class in mealpy.swarm_based.SFO) ImprovedSLO (class in mealpy.swarm_based.SLO) ImprovedTLO (class in mealpy.human_based.TLO) increase() (mealpy.utils.agent.Agent class method) IncrementalGWO (class in mealpy.swarm_based.GWO) initialization() (mealpy.bio_based.TPO.DevTPO method) (mealpy.evolutionary_based.CRO.OriginalCRO method) (mealpy.human_based.BSO.ImprovedBSO method) (mealpy.human_based.HCO.OriginalHCO method) (mealpy.human_based.ICA.OriginalICA method) (mealpy.human_based.SARO.DevSARO method) (mealpy.human_based.TLO.ImprovedTLO method) (mealpy.math_based.PSS.OriginalPSS method) (mealpy.optimizer.Optimizer method) (mealpy.physics_based.EFO.OriginalEFO method) (mealpy.physics_based.HGSO.OriginalHGSO method) (mealpy.physics_based.SA.SwarmSA method) (mealpy.physics_based.TWO.EnhancedTWO method) (mealpy.physics_based.TWO.OppoTWO method) (mealpy.physics_based.TWO.OriginalTWO method) (mealpy.swarm_based.COA.OriginalCOA method) (mealpy.swarm_based.DO.OriginalDO method) (mealpy.swarm_based.EHO.OriginalEHO method) (mealpy.swarm_based.GWO.OGWO method) (mealpy.swarm_based.SFO.ImprovedSFO method) (mealpy.swarm_based.SFO.OriginalSFO method) (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) (mealpy.system_based.WCA.OriginalWCA method) initialize_variables() (mealpy.bio_based.EOA.OriginalEOA method) (mealpy.bio_based.SMA.DevSMA method) (mealpy.bio_based.TPO.DevTPO method) (mealpy.evolutionary_based.CRO.OCRO method) (mealpy.evolutionary_based.DE.JADE method) (mealpy.evolutionary_based.DE.SADE method) (mealpy.evolutionary_based.EP.OriginalEP method) (mealpy.evolutionary_based.ES.OriginalES method) (mealpy.evolutionary_based.MA.OriginalMA method) (mealpy.evolutionary_based.SHADE.L_SHADE method) (mealpy.evolutionary_based.SHADE.OriginalSHADE method) (mealpy.human_based.BRO.DevBRO method) (mealpy.human_based.CA.OriginalCA method) (mealpy.human_based.CHIO.OriginalCHIO method) (mealpy.human_based.HBO.OriginalHBO method) (mealpy.human_based.SARO.DevSARO method) (mealpy.human_based.WarSO.OriginalWarSO method) (mealpy.math_based.CEM.OriginalCEM method) (mealpy.math_based.PSS.OriginalPSS method) (mealpy.music_based.HS.DevHS method) (mealpy.optimizer.Optimizer method) (mealpy.physics_based.HGSO.OriginalHGSO method) (mealpy.physics_based.WDO.OriginalWDO method) (mealpy.swarm_based.ABC.OriginalABC method) (mealpy.swarm_based.BA.DevBA method) (mealpy.swarm_based.BFO.ABFO method) (mealpy.swarm_based.DMOA.DevDMOA method) (mealpy.swarm_based.DMOA.OriginalDMOA method) (mealpy.swarm_based.ESOA.OriginalESOA method) (mealpy.swarm_based.FFA.OriginalFFA method) (mealpy.swarm_based.FOX.DevFOX method) (mealpy.swarm_based.FOX.OriginalFOX method) (mealpy.swarm_based.GWO.ChaoticGWO method) (mealpy.swarm_based.GWO.DS_GWO method) (mealpy.swarm_based.GWO.FuzzyGWO method) (mealpy.swarm_based.HBA.OriginalHBA method) (mealpy.swarm_based.MPA.OriginalMPA method) (mealpy.swarm_based.PSO.AIW_PSO method) (mealpy.swarm_based.PSO.C_PSO method) (mealpy.swarm_based.PSO.CL_PSO method) (mealpy.swarm_based.PSO.LDW_PSO method) (mealpy.swarm_based.PSO.OriginalPSO method) (mealpy.swarm_based.PSO.P_PSO method) (mealpy.swarm_based.SCSO.OriginalSCSO method) (mealpy.swarm_based.SeaHO.OriginalSeaHO method) (mealpy.swarm_based.SRSR.OriginalSRSR method) (mealpy.swarm_based.TSO.OriginalTSO method) (mealpy.swarm_based.WOA.HI_WOA method) (mealpy.system_based.GCO.DevGCO method)

IntegerVar (class in mealpy.utils.space) inverse_transform() (mealpy.utils.space.LabelEncoder method) IOBL_GWO (class in mealpy.swarm_based.GWO) is_better_than() (mealpy.utils.agent.Agent method) is_in_bound() (in module mealpy.utils.validator) is_str_in_list() (in module mealpy.utils.validator)

J

JADE (class in mealpy.evolutionary_based.DE)

L

L_SHADE (class in mealpy.evolutionary_based.SHADE) LabelEncoder (class in mealpy.utils.space) LARO (class in mealpy.swarm_based.ARO) larvae_setting__() (mealpy.evolutionary_based.CRO.OriginalCRO method) LDW_PSO (class in mealpy.swarm_based.PSO) lehmer_mean() (mealpy.evolutionary_based.DE.JADE method) LevyEP (class in mealpy.evolutionary_based.EP)

LevyES (class in mealpy.evolutionary_based.ES) LevyJA (class in mealpy.swarm_based.JA) LevyQSA (class in mealpy.human_based.QSA) LevyTWO (class in mealpy.physics_based.TWO) load_model() (in module mealpy.utils.io) local_search__() (mealpy.evolutionary_based.CRO.OCRO method) Logger (class in mealpy.utils.logger)

M

make_equilibrium_pool__() (mealpy.physics_based.EO.OriginalEO method) mating__() (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) Matlab101GTO (class in mealpy.swarm_based.GTO) Matlab102GTO (class in mealpy.swarm_based.GTO) mealpy.bio_based.BBO module mealpy.bio_based.BBOA module mealpy.bio_based.BMO module mealpy.bio_based.EOA module mealpy.bio_based.IWO module mealpy.bio_based.SBO module mealpy.bio_based.SMA module mealpy.bio_based.SOA module mealpy.bio_based.SOS module mealpy.bio_based.TPO module mealpy.bio_based.TSA module mealpy.bio_based.VCS module mealpy.bio_based.WHO module mealpy.evolutionary_based.CRO module mealpy.evolutionary_based.DE module mealpy.evolutionary_based.EP module mealpy.evolutionary_based.ES module mealpy.evolutionary_based.FPA module mealpy.evolutionary_based.GA module mealpy.evolutionary_based.MA module mealpy.evolutionary_based.SHADE module mealpy.human_based.BRO module mealpy.human_based.BSO module mealpy.human_based.CA module mealpy.human_based.CHIO module mealpy.human_based.FBIO module mealpy.human_based.GSKA module mealpy.human_based.HBO module mealpy.human_based.HCO module mealpy.human_based.ICA module mealpy.human_based.LCO module mealpy.human_based.QSA module mealpy.human_based.SARO module mealpy.human_based.SPBO module mealpy.human_based.SSDO module mealpy.human_based.TLO module mealpy.human_based.TOA module mealpy.human_based.WarSO module mealpy.math_based.AOA module mealpy.math_based.CEM module mealpy.math_based.CGO module mealpy.math_based.CircleSA module mealpy.math_based.GBO module mealpy.math_based.HC module mealpy.math_based.INFO module mealpy.math_based.PSS module mealpy.math_based.RUN module mealpy.math_based.SCA module mealpy.math_based.SHIO module mealpy.math_based.TS module mealpy.multitask module mealpy.music_based.HS module mealpy.optimizer module mealpy.physics_based.ArchOA module mealpy.physics_based.ASO module mealpy.physics_based.CDO module mealpy.physics_based.EFO module mealpy.physics_based.EO module mealpy.physics_based.EVO module mealpy.physics_based.FLA module mealpy.physics_based.HGSO module mealpy.physics_based.MVO module mealpy.physics_based.NRO module mealpy.physics_based.RIME module mealpy.physics_based.SA module mealpy.physics_based.TWO module mealpy.physics_based.WDO module mealpy.swarm_based.ABC module mealpy.swarm_based.ACOR module mealpy.swarm_based.AGTO module mealpy.swarm_based.ALO module mealpy.swarm_based.AO module mealpy.swarm_based.ARO module mealpy.swarm_based.AVOA module mealpy.swarm_based.BA module mealpy.swarm_based.BeesA module mealpy.swarm_based.BES module mealpy.swarm_based.BFO module mealpy.swarm_based.BSA module mealpy.swarm_based.COA module mealpy.swarm_based.CoatiOA module mealpy.swarm_based.CSA module mealpy.swarm_based.CSO module mealpy.swarm_based.DMOA module mealpy.swarm_based.DO module mealpy.swarm_based.EHO module mealpy.swarm_based.ESOA module mealpy.swarm_based.FA module mealpy.swarm_based.FFA module mealpy.swarm_based.FFO module mealpy.swarm_based.FOA module mealpy.swarm_based.FOX module mealpy.swarm_based.GJO module mealpy.swarm_based.GOA module mealpy.swarm_based.GTO module mealpy.swarm_based.GWO module mealpy.swarm_based.HBA module mealpy.swarm_based.HGS module mealpy.swarm_based.HHO module mealpy.swarm_based.JA module mealpy.swarm_based.MFO module mealpy.swarm_based.MGO module mealpy.swarm_based.MPA module mealpy.swarm_based.MRFO module mealpy.swarm_based.MSA module mealpy.swarm_based.NGO module mealpy.swarm_based.NMRA module mealpy.swarm_based.OOA module mealpy.swarm_based.PFA module

mealpy.swarm_based.POA module mealpy.swarm_based.PSO module mealpy.swarm_based.SCSO module mealpy.swarm_based.SeaHO module mealpy.swarm_based.ServalOA module mealpy.swarm_based.SFO module mealpy.swarm_based.SHO module mealpy.swarm_based.SLO module mealpy.swarm_based.SRSR module mealpy.swarm_based.SSA module mealpy.swarm_based.SSO module mealpy.swarm_based.SSpiderA module mealpy.swarm_based.SSpiderO module mealpy.swarm_based.STO module mealpy.swarm_based.TDO module mealpy.swarm_based.TSO module mealpy.swarm_based.WaOA module mealpy.swarm_based.WOA module mealpy.swarm_based.ZOA module mealpy.system_based.AEO module mealpy.system_based.GCO module mealpy.system_based.WCA module mealpy.tuner module mealpy.utils.agent module mealpy.utils.history module mealpy.utils.io module mealpy.utils.logger module mealpy.utils.problem module mealpy.utils.space module mealpy.utils.target module mealpy.utils.termination module mealpy.utils.validator module mealpy.utils.visualize.linechart module MGTO (class in mealpy.swarm_based.AGTO) ModifiedAEO (class in mealpy.system_based.AEO) ModifiedEO (class in mealpy.physics_based.EO) ModifiedSLO (class in mealpy.swarm_based.SLO) module mealpy.bio_based.BBO mealpy.bio_based.BBOA mealpy.bio_based.BMO mealpy.bio_based.EOA mealpy.bio_based.IWO mealpy.bio_based.SBO mealpy.bio_based.SMA mealpy.bio_based.SOA mealpy.bio_based.SOS mealpy.bio_based.TPO mealpy.bio_based.TSA mealpy.bio_based.VCS mealpy.bio_based.WHO mealpy.evolutionary_based.CRO mealpy.evolutionary_based.DE mealpy.evolutionary_based.EP mealpy.evolutionary_based.ES mealpy.evolutionary_based.FPA mealpy.evolutionary_based.GA mealpy.evolutionary_based.MA mealpy.evolutionary_based.SHADE mealpy.human_based.BRO mealpy.human_based.BSO mealpy.human_based.CA mealpy.human_based.CHIO mealpy.human_based.FBIO mealpy.human_based.GSKA mealpy.human_based.HBO mealpy.human_based.HCO mealpy.human_based.ICA mealpy.human_based.LCO mealpy.human_based.QSA mealpy.human_based.SARO mealpy.human_based.SPBO mealpy.human_based.SSDO mealpy.human_based.TLO mealpy.human_based.TOA mealpy.human_based.WarSO mealpy.math_based.AOA mealpy.math_based.CEM mealpy.math_based.CGO mealpy.math_based.CircleSA mealpy.math_based.GBO mealpy.math_based.HC mealpy.math_based.INFO mealpy.math_based.PSS mealpy.math_based.RUN mealpy.math_based.SCA mealpy.math_based.SHIO mealpy.math_based.TS mealpy.multitask mealpy.music_based.HS mealpy.optimizer mealpy.physics_based.ArchOA mealpy.physics_based.ASO mealpy.physics_based.CDO mealpy.physics_based.EFO mealpy.physics_based.EO mealpy.physics_based.EVO mealpy.physics_based.FLA mealpy.physics_based.HGSO mealpy.physics_based.MVO mealpy.physics_based.NRO mealpy.physics_based.RIME mealpy.physics_based.SA mealpy.physics_based.TWO mealpy.physics_based.WDO mealpy.swarm_based.ABC mealpy.swarm_based.ACOR mealpy.swarm_based.AGTO mealpy.swarm_based.ALO mealpy.swarm_based.AO mealpy.swarm_based.ARO mealpy.swarm_based.AVOA mealpy.swarm_based.BA mealpy.swarm_based.BeesA mealpy.swarm_based.BES mealpy.swarm_based.BFO mealpy.swarm_based.BSA mealpy.swarm_based.COA mealpy.swarm_based.CoatiOA mealpy.swarm_based.CSA mealpy.swarm_based.CSO mealpy.swarm_based.DMOA mealpy.swarm_based.DO mealpy.swarm_based.EHO mealpy.swarm_based.ESOA mealpy.swarm_based.FA mealpy.swarm_based.FFA mealpy.swarm_based.FFO mealpy.swarm_based.FOA mealpy.swarm_based.FOX mealpy.swarm_based.GJO mealpy.swarm_based.GOA mealpy.swarm_based.GTO mealpy.swarm_based.GWO mealpy.swarm_based.HBA mealpy.swarm_based.HGS mealpy.swarm_based.HHO mealpy.swarm_based.JA mealpy.swarm_based.MFO mealpy.swarm_based.MGO mealpy.swarm_based.MPA mealpy.swarm_based.MRFO mealpy.swarm_based.MSA mealpy.swarm_based.NGO mealpy.swarm_based.NMRA mealpy.swarm_based.OOA mealpy.swarm_based.PFA mealpy.swarm_based.POA mealpy.swarm_based.PSO mealpy.swarm_based.SCSO mealpy.swarm_based.SeaHO mealpy.swarm_based.ServalOA mealpy.swarm_based.SFO mealpy.swarm_based.SHO mealpy.swarm_based.SLO mealpy.swarm_based.SRSR mealpy.swarm_based.SSA mealpy.swarm_based.SSO mealpy.swarm_based.SSpiderA mealpy.swarm_based.SSpiderO mealpy.swarm_based.STO mealpy.swarm_based.TDO mealpy.swarm_based.TSO mealpy.swarm_based.WaOA mealpy.swarm_based.WOA mealpy.swarm_based.ZOA mealpy.system_based.AEO mealpy.system_based.GCO mealpy.system_based.WCA mealpy.tuner mealpy.utils.agent mealpy.utils.history mealpy.utils.io mealpy.utils.logger mealpy.utils.problem mealpy.utils.space mealpy.utils.target mealpy.utils.termination mealpy.utils.validator mealpy.utils.visualize.linechart move_females__() (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) move_males__() (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) multi_point_cross__() (mealpy.evolutionary_based.CRO.OriginalCRO method) MultiGA (class in mealpy.evolutionary_based.GA) Multitask (class in mealpy.multitask) mutate__() (mealpy.physics_based.SA.SwarmSA method) mutation__() (mealpy.evolutionary_based.DE.OriginalDE method) mutation_process__() (mealpy.evolutionary_based.GA.BaseGA method) (mealpy.evolutionary_based.GA.MultiGA method) (mealpy.evolutionary_based.GA.SingleGA method)

N

n_objs (mealpy.utils.problem.Problem property)

norm_consecutive_adjacent__() (mealpy.swarm_based.FOA.OriginalFOA method) normalize__() (mealpy.physics_based.MVO.OriginalMVO method)

O

obj_func() (mealpy.utils.problem.Problem method) objectives (mealpy.utils.target.Target property) OCRO (class in mealpy.evolutionary_based.CRO) OGWO (class in mealpy.swarm_based.GWO) OppoQSA (class in mealpy.human_based.QSA) opposition_based__() (mealpy.human_based.QSA.OppoQSA method) OppoTWO (class in mealpy.physics_based.TWO) Optimizer (class in mealpy.optimizer) OriginalABC (class in mealpy.swarm_based.ABC) OriginalACOR (class in mealpy.swarm_based.ACOR) OriginalAEO (class in mealpy.system_based.AEO) OriginalAGTO (class in mealpy.swarm_based.AGTO) OriginalALO (class in mealpy.swarm_based.ALO) OriginalAO (class in mealpy.swarm_based.AO) OriginalAOA (class in mealpy.math_based.AOA) OriginalArchOA (class in mealpy.physics_based.ArchOA) OriginalARO (class in mealpy.swarm_based.ARO) OriginalASO (class in mealpy.physics_based.ASO) OriginalAVOA (class in mealpy.swarm_based.AVOA) OriginalBA (class in mealpy.swarm_based.BA) OriginalBBO (class in mealpy.bio_based.BBO) OriginalBBOA (class in mealpy.bio_based.BBOA) OriginalBeesA (class in mealpy.swarm_based.BeesA) OriginalBES (class in mealpy.swarm_based.BES) OriginalBFO (class in mealpy.swarm_based.BFO) OriginalBMO (class in mealpy.bio_based.BMO) OriginalBRO (class in mealpy.human_based.BRO) OriginalBSA (class in mealpy.swarm_based.BSA) OriginalBSO (class in mealpy.human_based.BSO) OriginalCA (class in mealpy.human_based.CA) OriginalCDO (class in mealpy.physics_based.CDO) OriginalCEM (class in mealpy.math_based.CEM) OriginalCGO (class in mealpy.math_based.CGO) OriginalCHIO (class in mealpy.human_based.CHIO) OriginalCircleSA (class in mealpy.math_based.CircleSA) OriginalCOA (class in mealpy.swarm_based.COA) OriginalCoatiOA (class in mealpy.swarm_based.CoatiOA) OriginalCRO (class in mealpy.evolutionary_based.CRO) OriginalCSA (class in mealpy.swarm_based.CSA) OriginalCSO (class in mealpy.swarm_based.CSO) OriginalDE (class in mealpy.evolutionary_based.DE) OriginalDMOA (class in mealpy.swarm_based.DMOA) OriginalDO (class in mealpy.swarm_based.DO) OriginalEFO (class in mealpy.physics_based.EFO) OriginalEHO (class in mealpy.swarm_based.EHO) OriginalEO (class in mealpy.physics_based.EO) OriginalEOA (class in mealpy.bio_based.EOA) OriginalEP (class in mealpy.evolutionary_based.EP) OriginalES (class in mealpy.evolutionary_based.ES) OriginalESOA (class in mealpy.swarm_based.ESOA) OriginalEVO (class in mealpy.physics_based.EVO) OriginalFA (class in mealpy.swarm_based.FA) OriginalFBIO (class in mealpy.human_based.FBIO) OriginalFFA (class in mealpy.swarm_based.FFA) OriginalFFO (class in mealpy.swarm_based.FFO) OriginalFLA (class in mealpy.physics_based.FLA) OriginalFOA (class in mealpy.swarm_based.FOA) OriginalFOX (class in mealpy.swarm_based.FOX) OriginalFPA (class in mealpy.evolutionary_based.FPA) OriginalGA (class in mealpy.evolutionary_based.GA) OriginalGBO (class in mealpy.math_based.GBO) OriginalGCO (class in mealpy.system_based.GCO) OriginalGJO (class in mealpy.swarm_based.GJO) OriginalGOA (class in mealpy.swarm_based.GOA) OriginalGSKA (class in mealpy.human_based.GSKA) OriginalGTO (class in mealpy.swarm_based.GTO) OriginalGWO (class in mealpy.swarm_based.GWO) OriginalHBA (class in mealpy.swarm_based.HBA)

OriginalHBO (class in mealpy.human_based.HBO) OriginalHC (class in mealpy.math_based.HC) OriginalHCO (class in mealpy.human_based.HCO) OriginalHGS (class in mealpy.swarm_based.HGS) OriginalHGSO (class in mealpy.physics_based.HGSO) OriginalHHO (class in mealpy.swarm_based.HHO) OriginalHS (class in mealpy.music_based.HS) OriginalICA (class in mealpy.human_based.ICA) OriginalINFO (class in mealpy.math_based.INFO) OriginalIWO (class in mealpy.bio_based.IWO) OriginalJA (class in mealpy.swarm_based.JA) OriginalLCO (class in mealpy.human_based.LCO) OriginalMA (class in mealpy.evolutionary_based.MA) OriginalMFO (class in mealpy.swarm_based.MFO) OriginalMGO (class in mealpy.swarm_based.MGO) OriginalMPA (class in mealpy.swarm_based.MPA) OriginalMRFO (class in mealpy.swarm_based.MRFO) OriginalMSA (class in mealpy.swarm_based.MSA) OriginalMVO (class in mealpy.physics_based.MVO) OriginalNGO (class in mealpy.swarm_based.NGO) OriginalNMRA (class in mealpy.swarm_based.NMRA) OriginalNRO (class in mealpy.physics_based.NRO) OriginalOOA (class in mealpy.swarm_based.OOA) OriginalPFA (class in mealpy.swarm_based.PFA) OriginalPOA (class in mealpy.swarm_based.POA) OriginalPSO (class in mealpy.swarm_based.PSO) OriginalPSS (class in mealpy.math_based.PSS) OriginalQSA (class in mealpy.human_based.QSA) OriginalRIME (class in mealpy.physics_based.RIME) OriginalRUN (class in mealpy.math_based.RUN) OriginalSA (class in mealpy.physics_based.SA) OriginalSARO (class in mealpy.human_based.SARO) OriginalSBO (class in mealpy.bio_based.SBO) OriginalSCA (class in mealpy.math_based.SCA) OriginalSCSO (class in mealpy.swarm_based.SCSO) OriginalSeaHO (class in mealpy.swarm_based.SeaHO) OriginalServalOA (class in mealpy.swarm_based.ServalOA) OriginalSFO (class in mealpy.swarm_based.SFO) OriginalSHADE (class in mealpy.evolutionary_based.SHADE) OriginalSHIO (class in mealpy.math_based.SHIO) OriginalSHO (class in mealpy.swarm_based.SHO) OriginalSLO (class in mealpy.swarm_based.SLO) OriginalSMA (class in mealpy.bio_based.SMA) OriginalSOA (class in mealpy.bio_based.SOA) OriginalSOS (class in mealpy.bio_based.SOS) OriginalSPBO (class in mealpy.human_based.SPBO) OriginalSRSR (class in mealpy.swarm_based.SRSR) OriginalSSA (class in mealpy.swarm_based.SSA) OriginalSSDO (class in mealpy.human_based.SSDO) OriginalSSO (class in mealpy.swarm_based.SSO) OriginalSSpiderA (class in mealpy.swarm_based.SSpiderA) OriginalSSpiderO (class in mealpy.swarm_based.SSpiderO) OriginalSTO (class in mealpy.swarm_based.STO) OriginalTDO (class in mealpy.swarm_based.TDO) OriginalTLO (class in mealpy.human_based.TLO) OriginalTOA (class in mealpy.human_based.TOA) OriginalTS (class in mealpy.math_based.TS) OriginalTSA (class in mealpy.bio_based.TSA) OriginalTSO (class in mealpy.swarm_based.TSO) OriginalTWO (class in mealpy.physics_based.TWO) OriginalVCS (class in mealpy.bio_based.VCS) OriginalWaOA (class in mealpy.swarm_based.WaOA) OriginalWarSO (class in mealpy.human_based.WarSO) OriginalWCA (class in mealpy.system_based.WCA) OriginalWDO (class in mealpy.physics_based.WDO) OriginalWHO (class in mealpy.bio_based.WHO) OriginalWOA (class in mealpy.swarm_based.WOA) OriginalZOA (class in mealpy.swarm_based.ZOA)

P

P_PSO (class in mealpy.swarm_based.PSO) PARALLEL_MODES (mealpy.optimizer.Optimizer attribute) ParameterGrid (class in mealpy.tuner) perform_dance__() (mealpy.swarm_based.BeesA.OriginalBeesA method) (mealpy.swarm_based.BeesA.ProbBeesA method)

PermutationVar (class in mealpy.utils.space) point_mutation__() (mealpy.evolutionary_based.MA.OriginalMA method) probability__() (mealpy.human_based.FBIO.DevFBIO method) ProbBeesA (class in mealpy.swarm_based.BeesA) Problem (class in mealpy.utils.problem)

Q

QleSCA (class in mealpy.math_based.SCA)

QTable (class in mealpy.math_based.SCA)

R

random_walk_antlion__() (mealpy.swarm_based.ALO.DevALO method) (mealpy.swarm_based.ALO.OriginalALO method) recalculate_weights__() (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) resolve() (mealpy.tuner.Tuner method) revolution_country__() (mealpy.human_based.ICA.OriginalICA method)

roulette_wheel_selection__() (mealpy.bio_based.SBO.OriginalSBO method) (mealpy.physics_based.MVO.OriginalMVO method) round() (mealpy.utils.space.BaseVar static method) runge_kutta__() (mealpy.math_based.RUN.OriginalRUN method) RW_GWO (class in mealpy.swarm_based.GWO)

S

s_function__() (mealpy.swarm_based.GOA.OriginalGOA method) SADE (class in mealpy.evolutionary_based.DE) SAP_DE (class in mealpy.evolutionary_based.DE) save_diversity_chart() (mealpy.utils.history.History method) save_exploration_exploitation_chart() (mealpy.utils.history.History method) save_global_best_fitness_chart() (mealpy.utils.history.History method) save_global_objectives_chart() (mealpy.utils.history.History method) save_local_best_fitness_chart() (mealpy.utils.history.History method) save_local_objectives_chart() (mealpy.utils.history.History method) save_model() (in module mealpy.utils.io) save_runtime_chart() (mealpy.utils.history.History method) save_trajectory_chart() (mealpy.utils.history.History method) search_neighborhood__() (mealpy.swarm_based.BeesA.CleverBookBeesA method) sech__() (mealpy.swarm_based.HGS.OriginalHGS method) seed (mealpy.utils.space.BaseVar property) seeking_mode__() (mealpy.swarm_based.CSO.OriginalCSO method) selection_process_00__() (mealpy.evolutionary_based.GA.BaseGA method) selection_process_01__() (mealpy.evolutionary_based.GA.BaseGA method) selection_process__() (mealpy.evolutionary_based.GA.BaseGA method) SequenceVar (class in mealpy.utils.space) set_bounds() (mealpy.utils.problem.Problem method) set_kwargs() (mealpy.utils.agent.Agent method) set_n_vars() (mealpy.utils.space.BaseVar method) set_objectives() (mealpy.utils.target.Target method) set_parameters() (mealpy.optimizer.Optimizer method)

set_seed() (mealpy.utils.problem.Problem method) set_start_values() (mealpy.utils.termination.Termination method) set_weights() (mealpy.utils.target.Target method) set_y() (mealpy.utils.space.LabelEncoder method) should_terminate() (mealpy.utils.termination.Termination method) shrink_encircling_levy__() (mealpy.swarm_based.SLO.ModifiedSLO method) Simple_CMA_ES (class in mealpy.evolutionary_based.ES) SingleGA (class in mealpy.evolutionary_based.GA) solve() (mealpy.optimizer.Optimizer method) sort_occupied_reef__() (mealpy.evolutionary_based.CRO.OriginalCRO method) store_initial_best_worst() (mealpy.utils.history.History method) StringVar (class in mealpy.utils.space) SUPPORTED_ARRAY (mealpy.utils.space.BaseVar attribute) (mealpy.utils.target.Target attribute) SUPPORTED_ARRAYS (mealpy.optimizer.Optimizer attribute) (mealpy.utils.problem.Problem attribute) SUPPORTED_MODES (mealpy.optimizer.Optimizer attribute) SUPPORTED_TF_FUNCS (mealpy.utils.space.TransferBinaryVar attribute) (mealpy.utils.space.TransferBoolVar attribute) SUPPORTED_VARS (mealpy.utils.problem.Problem attribute) survive__() (mealpy.swarm_based.SSpiderO.OriginalSSpiderO method) survivor_process__() (mealpy.evolutionary_based.GA.BaseGA method) SwarmHC (class in mealpy.math_based.HC) SwarmSA (class in mealpy.physics_based.SA) sync_if_duplicate() (mealpy.utils.agent.Agent method)

T

Target (class in mealpy.utils.target) Termination (class in mealpy.utils.termination) track_optimize_process() (mealpy.optimizer.Optimizer method) track_optimize_step() (mealpy.optimizer.Optimizer method)

TransferBinaryVar (class in mealpy.utils.space) TransferBoolVar (class in mealpy.utils.space) transform() (mealpy.utils.space.LabelEncoder method) tumble_cell__() (mealpy.swarm_based.BFO.OriginalBFO method) Tuner (class in mealpy.tuner)

U

uniform_random__() (mealpy.math_based.RUN.OriginalRUN method) update() (mealpy.math_based.SCA.QTable method) (mealpy.utils.agent.Agent method) update_agent() (mealpy.utils.agent.Agent method) update_belief_space__() (mealpy.human_based.CA.OriginalCA method) update_business_1__() (mealpy.human_based.QSA.DevQSA method) update_business_2__() (mealpy.human_based.QSA.DevQSA method) (mealpy.human_based.QSA.LevyQSA method)

update_business_3__() (mealpy.human_based.QSA.DevQSA method) (mealpy.human_based.QSA.OriginalQSA method) update_global_best_agent() (mealpy.optimizer.Optimizer method) update_hunger_value__() (mealpy.swarm_based.HGS.OriginalHGS method) update_mass__() (mealpy.physics_based.ASO.OriginalASO method) update_step__() (mealpy.evolutionary_based.ES.CMA_ES method) update_step_size__() (mealpy.swarm_based.BFO.ABFO method) update_target_for_population() (mealpy.optimizer.Optimizer method) update_weight__() (mealpy.physics_based.TWO.OriginalTWO method)

V

Validator (class in mealpy.utils.validator)

W

weighted_lehmer_mean() (mealpy.evolutionary_based.SHADE.L_SHADE method) (mealpy.evolutionary_based.SHADE.OriginalSHADE method)

weights (mealpy.utils.target.Target property) WhaleFOA (class in mealpy.swarm_based.FOA) WMQIMRFO (class in mealpy.swarm_based.MRFO)