Index

A

ADAM (class in simopt.solvers.adam) ADAMConfig (class in simopt.solvers.adam) add_replicate_result() (simopt.problem.Solution method) ALL (simopt.plot_type.PlotType attribute) all_est_lhs (simopt.experiment.single.ProblemSolver attribute) all_est_objectives (simopt.experiment.single.ProblemSolver property) ALL_FEASIBILITY_PROGRESS (simopt.plot_type.PlotType attribute) all_intermediate_budgets (simopt.experiment.single.ProblemSolver property) all_model_fixed_factors (simopt.experiment.multiple.ProblemsSolvers property) all_post_replicates (simopt.experiment.single.ProblemSolver property) all_problem_fixed_factors (simopt.experiment.multiple.ProblemsSolvers property) all_recommended_xs (simopt.experiment.single.ProblemSolver property) all_solver_fixed_factors (simopt.experiment.multiple.ProblemsSolvers property) all_stoch_constraints (simopt.experiment.single.ProblemSolver attribute) allowable_diff (simopt.models.chessmm.ChessMatchmakingConfig attribute) ALOE (class in simopt.solvers.aloe) ALOEConfig (class in simopt.solvers.aloe) alpha (simopt.solvers.adam.ADAMConfig attribute) (simopt.solvers.neldmd.NelderMeadConfig attribute) (simopt.solvers.spsa.SPSAConfig attribute) alpha_0 (simopt.solvers.aloe.ALOEConfig attribute) alpha_max (simopt.solvers.aloe.ALOEConfig attribute) AmusementPark (class in simopt.models.amusementpark) AmusementParkConfig (class in simopt.models.amusementpark) AmusementParkMinDepart (class in simopt.models.amusementpark)

AmusementParkMinDepartConfig (class in simopt.models.amusementpark) arc_costs (simopt.models.fixedsan.FixedSANLongestPathConfig attribute) (simopt.models.san.SANLongestPathConfig attribute) (simopt.models.san.SANLongestPathStochasticConfig attribute) arc_means (simopt.models.fixedsan.FixedSANConfig attribute) (simopt.models.san.SANConfig attribute) arcs (simopt.models.san.SANConfig attribute) AREA (simopt.plot_type.PlotType attribute) AREA_MEAN (simopt.plot_type.PlotType attribute) AREA_STD_DEV (simopt.plot_type.PlotType attribute) arrival_gammas (simopt.models.amusementpark.AmusementParkConfig attribute) arrival_model (simopt.models.amusementpark.AmusementPark attribute) (simopt.models.chessmm.ChessMatchmaking attribute) (simopt.models.hotel.Hotel attribute) (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) arrival_number_model (simopt.models.tableallocation.TableAllocation attribute) arrival_rate (simopt.models.network.NetworkConfig attribute) arrival_time_model (simopt.models.tableallocation.TableAllocation attribute) ASTRODF (class in simopt.solvers.astrodf) ASTRODFConfig (class in simopt.solvers.astrodf) attach_rngs() (simopt.data_farming_base.DesignPoint method) (simopt.problem.Problem method) (simopt.problem.Solution method) (simopt.solver.Solver method) attraction_model (simopt.models.amusementpark.AmusementPark attribute)

B

backorder_cost (simopt.models.sscont.SSContConfig attribute) before_replicate() (simopt.experiment.single.ProblemSolver method) (simopt.model.Model method) (simopt.models.amusementpark.AmusementPark method) (simopt.models.chessmm.ChessMatchmaking method) (simopt.models.cntnv.CntNV method) (simopt.models.contam.Contamination method) (simopt.models.dualsourcing.DualSourcing method) (simopt.models.dynamnews.DynamNews method) (simopt.models.example.ExampleModel method) (simopt.models.facilitysizing.FacilitySize method) (simopt.models.fixedsan.FixedSAN method) (simopt.models.hotel.Hotel method) (simopt.models.ironore.IronOre method) (simopt.models.mm1queue.MM1Queue method) (simopt.models.network.Network method) (simopt.models.paramesti.ParameterEstimation method) (simopt.models.rmitd.RMITD method) (simopt.models.san.SAN method) (simopt.models.sscont.SSCont method) (simopt.models.tableallocation.TableAllocation method) (simopt.problem.Problem method) before_replicate_override (simopt.problem.Problem attribute) Beta (class in simopt.input_models) beta_1 (simopt.solvers.adam.ADAMConfig attribute) beta_2 (simopt.solvers.adam.ADAMConfig attribute) betap (simopt.solvers.neldmd.NelderMeadConfig attribute) bfgs_hessian_approx() (in module simopt.solvers.utils) booking_limits (simopt.models.hotel.HotelConfig attribute) bootstrap_procedure() (in module simopt.bootstrap)

bootstrap_sample() (simopt.experiment.single.ProblemSolver method) bootstrap_sample_all() (in module simopt.bootstrap) bootstrap_terminal_objective_and_feasibility() (simopt.experiment.single.ProblemSolver method) BOX (simopt.plot_type.PlotType attribute) (simopt.problem_types.ConstraintType attribute) Budget (class in simopt.solver) budget (simopt.models.amusementpark.AmusementParkMinDepartConfig attribute) (simopt.models.chessmm.ChessAvgDifferenceConfig attribute) (simopt.models.cntnv.CntNVMaxProfitConfig attribute) (simopt.models.contam.ContaminationTotalCostContConfig attribute) (simopt.models.contam.ContaminationTotalCostDiscConfig attribute) (simopt.models.dualsourcing.DualSourcingMinCostConfig attribute) (simopt.models.dynamnews.DynamNewsMaxProfitConfig attribute) (simopt.models.example.ExampleProblemConfig attribute) (simopt.models.facilitysizing.FacilitySizingMaxServiceConfig attribute) (simopt.models.facilitysizing.FacilitySizingTotalCostConfig attribute) (simopt.models.fixedsan.FixedSANLongestPathConfig attribute) (simopt.models.hotel.HotelRevenueConfig attribute) (simopt.models.ironore.IronOreMaxRevCntConfig attribute) (simopt.models.ironore.IronOreMaxRevConfig attribute) (simopt.models.mm1queue.MM1MinMeanSojournTimeConfig attribute) (simopt.models.network.NetworkMinTotalCostConfig attribute) (simopt.models.paramesti.ParamEstiMaxLogLikConfig attribute) (simopt.models.rmitd.RMITDMaxRevenueConfig attribute) (simopt.models.san.SANLongestPathConfig attribute) (simopt.models.san.SANLongestPathStochasticConfig attribute) (simopt.models.sscont.SSContMinCostConfig attribute) (simopt.models.tableallocation.TableAllocationMaxRevConfig attribute) BudgetExhaustedError burr_c (simopt.models.cntnv.CntNVConfig attribute) burr_k (simopt.models.cntnv.CntNVConfig attribute)

C

c_utility (simopt.models.dynamnews.DynamNewsConfig attribute) capacity (simopt.models.facilitysizing.FacilitySizeConfig attribute) (simopt.models.ironore.IronOreConfig attribute) (simopt.models.tableallocation.TableAllocationConfig attribute) cauchy_point() (simopt.solvers.strong.STRONG method) cdf_of_curves_crossing_times() (in module simopt.curve_utils) CDF_SOLVABILITY (simopt.plot_type.PlotType attribute) check_arc_costs() (simopt.models.fixedsan.FixedSANLongestPath method) check_common_problem_and_reference() (in module simopt.plots.utils) check_compatibility() (simopt.experiment.multiple.ProblemsSolvers method) (simopt.experiment.single.ProblemSolver method) check_cons() (simopt.solvers.strong.STRONG method) check_deterministic_constraints() (simopt.models.amusementpark.AmusementParkMinDepart method) (simopt.models.chessmm.ChessAvgDifference method) (simopt.models.cntnv.CntNVMaxProfit method) (simopt.models.contam.ContaminationTotalCostCont method) (simopt.models.contam.ContaminationTotalCostDisc method) (simopt.models.dualsourcing.DualSourcingMinCost method) (simopt.models.dynamnews.DynamNewsMaxProfit method) (simopt.models.facilitysizing.FacilitySizingMaxService method) (simopt.models.fixedsan.FixedSANLongestPath method) (simopt.models.hotel.HotelRevenue method) (simopt.models.ironore.IronOreMaxRevCnt method) (simopt.models.network.NetworkMinTotalCost method) (simopt.models.paramesti.ParamEstiMaxLogLik method) (simopt.models.rmitd.RMITDMaxRevenue method) (simopt.models.san.SANLongestPath method) (simopt.models.san.SANLongestPathStochastic method) (simopt.models.sscont.SSContMinCost method) (simopt.models.tableallocation.TableAllocationMaxRev method) (simopt.problem.Problem method) check_postnormalize() (simopt.experiment.multiple.ProblemsSolvers method) check_postreplicate() (simopt.experiment.multiple.ProblemsSolvers method) check_problem_factors() (simopt.solvers.spsa.SPSA method) ChessAvgDifference (class in simopt.models.chessmm) ChessAvgDifferenceConfig (class in simopt.models.chessmm) ChessMatchmaking (class in simopt.models.chessmm) ChessMatchmakingConfig (class in simopt.models.chessmm) clamp_with_epsilon() (in module simopt.solvers.astrodf) class_name (simopt.model.Model attribute) (simopt.models.amusementpark.AmusementPark attribute) (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.chessmm.ChessMatchmaking attribute) (simopt.models.cntnv.CntNV attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.Contamination attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcing attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNews attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleModel attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySize attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSAN attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.Hotel attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOre attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.paramesti.ParameterEstimation attribute) (simopt.models.rmitd.RMITD attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SAN attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSCont attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocation attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute) class_name_abbr (simopt.model.Model attribute) (simopt.models.amusementpark.AmusementPark attribute) (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.chessmm.ChessMatchmaking attribute) (simopt.models.cntnv.CntNV attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.Contamination attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcing attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNews attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleModel attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySize attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSAN attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.Hotel attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOre attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.paramesti.ParameterEstimation attribute) (simopt.models.rmitd.RMITD attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SAN attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSCont attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocation attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute)

classproperty() (in module simopt.utils) ClassPropertyDescriptor (class in simopt.utils) CntNV (class in simopt.models.cntnv) CntNVConfig (class in simopt.models.cntnv) CntNVMaxProfit (class in simopt.models.cntnv) CntNVMaxProfitConfig (class in simopt.models.cntnv) compatibility() (simopt.problem.Problem method) (simopt.solver.Solver method) compute_area_under_curve() (simopt.curve.Curve method) compute_bootstrap_conf_int() (in module simopt.bootstrap) compute_crossing_time() (simopt.curve.Curve method) CONF_BOUND (simopt.curve.CurveType attribute) config (simopt.model.Model attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) config_class (simopt.model.Model attribute) (simopt.models.amusementpark.AmusementPark attribute) (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.chessmm.ChessMatchmaking attribute) (simopt.models.cntnv.CntNV attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.Contamination attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcing attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNews attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleModel attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySize attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSAN attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.Hotel attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOre attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.paramesti.ParameterEstimation attribute) (simopt.models.rmitd.RMITD attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SAN attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSCont attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocation attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute) CONST_NODES (in module simopt.models.san) constraint_nodes (simopt.models.san.SANLongestPathStochasticConfig attribute) constraint_type (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute) ConstraintType (class in simopt.problem_types) construct_model() (simopt.solvers.astrodf.ASTRODF method) contam_model (simopt.models.contam.Contamination attribute) contam_rate_alpha (simopt.models.contam.ContaminationConfig attribute) contam_rate_beta (simopt.models.contam.ContaminationConfig attribute) Contamination (class in simopt.models.contam) ContaminationConfig (class in simopt.models.contam) ContaminationTotalCostCont (class in simopt.models.contam) ContaminationTotalCostContConfig (class in simopt.models.contam) ContaminationTotalCostDisc (class in simopt.models.contam) ContaminationTotalCostDiscConfig (class in simopt.models.contam) CONTINUOUS (simopt.problem_types.VariableType attribute) cost (simopt.models.dynamnews.DynamNewsConfig attribute) (simopt.models.mm1queue.MM1MinMeanSojournTimeConfig attribute) (simopt.models.rmitd.RMITDConfig attribute) cost_exp (simopt.models.dualsourcing.DualSourcingConfig attribute) cost_process (simopt.models.network.NetworkConfig attribute) cost_reg (simopt.models.dualsourcing.DualSourcingConfig attribute) cost_time (simopt.models.network.NetworkConfig attribute) cov (simopt.models.facilitysizing.FacilitySizeConfig attribute) create_design() (in module simopt.experiment_base) create_design_list_from_table() (in module simopt.experiment_base) create_new_solution() (simopt.solver.Solver method) create_pair_pickles (simopt.experiment.multiple.ProblemsSolvers property) create_pickle (simopt.experiment.single.ProblemSolver attribute) crn_across_budget (simopt.experiment.single.ProblemSolver property) crn_across_init_opt (simopt.experiment.single.ProblemSolver property) crn_across_macroreps (simopt.experiment.single.ProblemSolver property) crn_across_solns (simopt.solver.SolverConfig attribute) Curve (class in simopt.curve) curve_to_full_curve() (simopt.curve.Curve method) curve_to_mesh() (simopt.curve.Curve method) CurveType (class in simopt.curve)

D

data_farming_core module DATA_FARMING_DIR (in module simopt.data_farming_base) DataFarmingExperiment (class in simopt.data_farming_base) decision_factors (simopt.problem.Solution attribute) delta (simopt.solvers.neldmd.NelderMeadConfig attribute) delta_k (simopt.solvers.astrodf.ASTRODF property) delta_max (simopt.solvers.astrodf.ASTRODF property) delta_t (simopt.solvers.strong.STRONGConfig attribute) delta_threshold (simopt.solvers.strong.STRONGConfig attribute) demand_mean (simopt.models.sscont.SSContConfig attribute) demand_means (simopt.models.rmitd.RMITDConfig attribute) demand_model (simopt.models.cntnv.CntNV attribute) (simopt.models.dualsourcing.DualSourcing attribute) (simopt.models.facilitysizing.FacilitySize attribute) (simopt.models.rmitd.RMITD attribute) (simopt.models.sscont.SSCont attribute) DemandInputModel (class in simopt.models.cntnv) (class in simopt.models.dualsourcing) (class in simopt.models.facilitysizing) (class in simopt.models.rmitd) depart_probabilities (simopt.models.amusementpark.AmusementParkConfig attribute) design (simopt.data_farming_base.DataFarmingExperiment attribute) design_table() (nolhs.NOLHS method) DesignPoint (class in simopt.data_farming_base) DesignType (class in data_farming_core) destination_model (simopt.models.amusementpark.AmusementPark attribute) deterministic (simopt.problem.Objective attribute) (simopt.problem.StochasticConstraint attribute) DETERMINISTIC (simopt.problem_types.ConstraintType attribute) deterministic_gradients (simopt.problem.Objective attribute) (simopt.problem.StochasticConstraint attribute) DIFFERENCE_OF_CDF_SOLVABILITY (simopt.plot_type.PlotType attribute) difference_of_curves() (in module simopt.curve_utils)

DIFFERENCE_OF_QUANTILE_SOLVABILITY (simopt.plot_type.PlotType attribute) dim (simopt.models.amusementpark.AmusementParkMinDepart property) (simopt.models.chessmm.ChessAvgDifference property) (simopt.models.cntnv.CntNVMaxProfit property) (simopt.models.contam.ContaminationTotalCostCont property) (simopt.models.contam.ContaminationTotalCostDisc property) (simopt.models.dualsourcing.DualSourcingMinCost property) (simopt.models.dynamnews.DynamNewsMaxProfit property) (simopt.models.example.ExampleProblem property) (simopt.models.facilitysizing.FacilitySizingMaxService property) (simopt.models.facilitysizing.FacilitySizingTotalCost property) (simopt.models.fixedsan.FixedSANLongestPath property) (simopt.models.hotel.HotelRevenue property) (simopt.models.ironore.IronOreMaxRev property) (simopt.models.ironore.IronOreMaxRevCnt property) (simopt.models.mm1queue.MM1MinMeanSojournTime property) (simopt.models.network.NetworkMinTotalCost property) (simopt.models.paramesti.ParamEstiMaxLogLik property) (simopt.models.rmitd.RMITDMaxRevenue property) (simopt.models.san.SANLongestPath property) (simopt.models.san.SANLongestPathStochastic property) (simopt.models.sscont.SSContMinCost property) (simopt.models.tableallocation.TableAllocationMaxRev property) (simopt.problem.Problem property) (simopt.problem.Solution property) discount_rate (simopt.models.hotel.HotelConfig attribute) DISCRETE (simopt.problem_types.VariableType attribute) DualSourcing (class in simopt.models.dualsourcing) DualSourcingConfig (class in simopt.models.dualsourcing) DualSourcingMinCost (class in simopt.models.dualsourcing) DualSourcingMinCostConfig (class in simopt.models.dualsourcing) DynamNews (class in simopt.models.dynamnews) DynamNewsConfig (class in simopt.models.dynamnews) DynamNewsMaxProfit (class in simopt.models.dynamnews) DynamNewsMaxProfitConfig (class in simopt.models.dynamnews)

E

easy_solve (simopt.solvers.astrodf.ASTRODFConfig attribute) elo_mean (simopt.models.chessmm.ChessMatchmakingConfig attribute) elo_model (simopt.models.chessmm.ChessMatchmaking attribute) elo_sd (simopt.models.chessmm.ChessMatchmakingConfig attribute) EloInputModel (class in simopt.models.chessmm) EPSILON (in module simopt.solvers.fcsa) epsilon (simopt.models.facilitysizing.FacilitySizingTotalCostConfig attribute) (simopt.models.mm1queue.MM1QueueConfig attribute) (simopt.solvers.adam.ADAMConfig attribute) epsilon_f (simopt.solvers.aloe.ALOEConfig attribute) erlang_scale (simopt.models.amusementpark.AmusementParkConfig attribute) erlang_shape (simopt.models.amusementpark.AmusementParkConfig attribute) error_prob (simopt.models.contam.ContaminationTotalCostContConfig attribute) (simopt.models.contam.ContaminationTotalCostDiscConfig attribute)

eta_0 (simopt.solvers.strong.STRONGConfig attribute) eta_1 (simopt.solvers.astrodf.ASTRODFConfig attribute) (simopt.solvers.strong.STRONGConfig attribute) eta_2 (simopt.solvers.astrodf.ASTRODFConfig attribute) eval_pct (simopt.solvers.spsa.SPSAConfig attribute) evaluate_model() (simopt.solvers.astrodf.ASTRODF method) ExampleModel (class in simopt.models.example) ExampleModelConfig (class in simopt.models.example) ExampleProblem (class in simopt.models.example) ExampleProblemConfig (class in simopt.models.example) Exp (class in simopt.input_models) EXPERIMENT_DIR (in module simopt.experiment.single) experiment_name (simopt.experiment.multiple.ProblemsSolvers property) experiments (simopt.experiment.multiple.ProblemsSolvers property)

F

FacilitySize (class in simopt.models.facilitysizing) FacilitySizeConfig (class in simopt.models.facilitysizing) FacilitySizingMaxService (class in simopt.models.facilitysizing) FacilitySizingMaxServiceConfig (class in simopt.models.facilitysizing) FacilitySizingTotalCost (class in simopt.models.facilitysizing) FacilitySizingTotalCostConfig (class in simopt.models.facilitysizing) factor_dict_to_vector() (simopt.models.amusementpark.AmusementParkMinDepart method) (simopt.models.chessmm.ChessAvgDifference method) (simopt.models.cntnv.CntNVMaxProfit method) (simopt.models.contam.ContaminationTotalCostCont method) (simopt.models.contam.ContaminationTotalCostDisc method) (simopt.models.dualsourcing.DualSourcingMinCost method) (simopt.models.dynamnews.DynamNewsMaxProfit method) (simopt.models.example.ExampleProblem method) (simopt.models.facilitysizing.FacilitySizingMaxService method) (simopt.models.facilitysizing.FacilitySizingTotalCost method) (simopt.models.fixedsan.FixedSANLongestPath method) (simopt.models.hotel.HotelRevenue method) (simopt.models.ironore.IronOreMaxRev method) (simopt.models.ironore.IronOreMaxRevCnt method) (simopt.models.mm1queue.MM1MinMeanSojournTime method) (simopt.models.network.NetworkMinTotalCost method) (simopt.models.paramesti.ParamEstiMaxLogLik method) (simopt.models.rmitd.RMITDMaxRevenue method) (simopt.models.san.SANLongestPath method) (simopt.models.san.SANLongestPathStochastic method) (simopt.models.sscont.SSContMinCost method) (simopt.models.tableallocation.TableAllocationMaxRev method) (simopt.problem.Problem method)

factors (simopt.model.Model property) (simopt.problem.Problem property) (simopt.solver.Solver property) FCSA (class in simopt.solvers.fcsa) FCSAConfig (class in simopt.solvers.fcsa) feas_const (simopt.solvers.fcsa.FCSAConfig attribute) feas_score (simopt.solvers.fcsa.FCSAConfig attribute) feasibility_curves (simopt.experiment.single.ProblemSolver attribute) FEASIBILITY_SCATTER (simopt.plot_type.PlotType attribute) feasibility_score() (in module simopt.feasibility) feasibility_score_history() (in module simopt.feasibility) (simopt.experiment.single.ProblemSolver method) FEASIBILITY_VIOLIN (simopt.plot_type.PlotType attribute) fget (simopt.utils.ClassPropertyDescriptor attribute) file_name_path (simopt.experiment.multiple.ProblemsSolvers property) (simopt.experiment.single.ProblemSolver property) find_missing_experiments() (in module simopt.experiment_base) find_unique_solvers_problems() (in module simopt.experiment_base) finite_diff() (in module simopt.solvers.utils) fixed_cost (simopt.models.sscont.SSContConfig attribute) fixed_factors (simopt.experimental.ProblemConfig attribute) (simopt.experimental.SolverConfig attribute) FixedSAN (class in simopt.models.fixedsan) FixedSANConfig (class in simopt.models.fixedsan) FixedSANLongestPath (class in simopt.models.fixedsan) FixedSANLongestPathConfig (class in simopt.models.fixedsan) from_str() (simopt.plot_type.PlotType static method) functional_of_curves() (in module simopt.bootstrap)

G

Gamma (class in simopt.input_models) gamma (simopt.solvers.aloe.ALOEConfig attribute) (simopt.solvers.spsa.SPSAConfig attribute) gamma_1 (simopt.solvers.astrodf.ASTRODFConfig attribute) (simopt.solvers.strong.STRONGConfig attribute) gamma_2 (simopt.solvers.astrodf.ASTRODFConfig attribute) (simopt.solvers.strong.STRONGConfig attribute) gamma_scale (simopt.models.rmitd.RMITDConfig attribute) gamma_shape (simopt.models.rmitd.RMITDConfig attribute) gammap (simopt.solvers.neldmd.NelderMeadConfig attribute) gavg (simopt.solvers.spsa.SPSAConfig attribute) generate_design() (data_farming_core.DesignType method) (nolhs.NOLHS method) generate_unabbreviated_mapping() (in module simopt.directory) get_coordinate_basis_interpolation_points() (simopt.solvers.astrodf.ASTRODF method) get_coordinate_vector() (simopt.solvers.astrodf.ASTRODF method) get_model_coefficients() (simopt.solvers.astrodf.ASTRODF method) get_random_solution() (simopt.models.amusementpark.AmusementParkMinDepart method) (simopt.models.chessmm.ChessAvgDifference method) (simopt.models.cntnv.CntNVMaxProfit method) (simopt.models.contam.ContaminationTotalCostCont method) (simopt.models.contam.ContaminationTotalCostDisc method) (simopt.models.dualsourcing.DualSourcingMinCost method) (simopt.models.dynamnews.DynamNewsMaxProfit method) (simopt.models.example.ExampleProblem method) (simopt.models.facilitysizing.FacilitySizingMaxService method) (simopt.models.facilitysizing.FacilitySizingTotalCost method) (simopt.models.fixedsan.FixedSANLongestPath method) (simopt.models.hotel.HotelRevenue method) (simopt.models.ironore.IronOreMaxRev method) (simopt.models.ironore.IronOreMaxRevCnt method) (simopt.models.mm1queue.MM1MinMeanSojournTime method) (simopt.models.network.NetworkMinTotalCost method) (simopt.models.paramesti.ParamEstiMaxLogLik method) (simopt.models.rmitd.RMITDMaxRevenue method) (simopt.models.san.SANLongestPath method) (simopt.models.san.SANLongestPathStochastic method) (simopt.models.sscont.SSContMinCost method) (simopt.models.tableallocation.TableAllocationMaxRev method) (simopt.problem.Problem method)

get_rotated_basis() (simopt.solvers.astrodf.ASTRODF method) get_rotated_basis_interpolation_points() (simopt.solvers.astrodf.ASTRODF method) get_specifications() (in module simopt.utils) get_stopping_time() (simopt.solvers.astrodf.ASTRODF method) grad() (simopt.problem.Objective method) (simopt.problem.StochasticConstraint method) gradient_available (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) gradient_needed (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute) gradients (simopt.data_farming_base.DesignPoint property) group_experiments_by_solver() (in module simopt.experimental) group_size_model (simopt.models.tableallocation.TableAllocation attribute)

H

h (simopt.solvers.fcsa.FCSAConfig attribute) h_k (simopt.solvers.astrodf.ASTRODF property) has_postnormalized (simopt.experiment.single.ProblemSolver property) has_postreplicated (simopt.experiment.single.ProblemSolver property) has_run (simopt.experiment.single.ProblemSolver property) holding_cost (simopt.models.dualsourcing.DualSourcingConfig attribute) (simopt.models.ironore.IronOreConfig attribute) (simopt.models.sscont.SSContConfig attribute)

Hotel (class in simopt.models.hotel) HotelConfig (class in simopt.models.hotel) HotelRevenue (class in simopt.models.hotel) HotelRevenueConfig (class in simopt.models.hotel)

I

incumbent_solution (simopt.solvers.astrodf.ASTRODF property) incumbent_x (simopt.solvers.astrodf.ASTRODF property) INF (in module simopt.models.amusementpark) init_level (simopt.models.dynamnews.DynamNewsConfig attribute) initial_inv (simopt.models.dualsourcing.DualSourcingConfig attribute) initial_inventory (simopt.models.rmitd.RMITDConfig attribute) initial_rate_alpha (simopt.models.contam.ContaminationConfig attribute) initial_rate_beta (simopt.models.contam.ContaminationConfig attribute) initial_solution (simopt.models.amusementpark.AmusementParkMinDepartConfig attribute) (simopt.models.chessmm.ChessAvgDifferenceConfig attribute) (simopt.models.cntnv.CntNVMaxProfitConfig attribute) (simopt.models.contam.ContaminationTotalCostContConfig attribute) (simopt.models.contam.ContaminationTotalCostDiscConfig attribute) (simopt.models.dualsourcing.DualSourcingMinCostConfig attribute) (simopt.models.dynamnews.DynamNewsMaxProfitConfig attribute) (simopt.models.example.ExampleProblemConfig attribute) (simopt.models.facilitysizing.FacilitySizingMaxServiceConfig attribute) (simopt.models.facilitysizing.FacilitySizingTotalCostConfig attribute) (simopt.models.fixedsan.FixedSANLongestPathConfig attribute) (simopt.models.hotel.HotelRevenueConfig attribute) (simopt.models.ironore.IronOreMaxRevCntConfig attribute) (simopt.models.ironore.IronOreMaxRevConfig attribute) (simopt.models.mm1queue.MM1MinMeanSojournTimeConfig attribute) (simopt.models.network.NetworkMinTotalCostConfig attribute) (simopt.models.paramesti.ParamEstiMaxLogLikConfig attribute) (simopt.models.rmitd.RMITDMaxRevenueConfig attribute) (simopt.models.san.SANLongestPathConfig attribute) (simopt.models.san.SANLongestPathStochasticConfig attribute) (simopt.models.sscont.SSContMinCostConfig attribute) (simopt.models.tableallocation.TableAllocationMaxRevConfig attribute)

initial_spread (simopt.solvers.neldmd.NelderMeadConfig attribute) InputModel (class in simopt.input_models) installation_budget (simopt.models.facilitysizing.FacilitySizingMaxServiceConfig attribute) installation_costs (simopt.models.facilitysizing.FacilitySizingMaxServiceConfig attribute) (simopt.models.facilitysizing.FacilitySizingTotalCostConfig attribute) intermediate_budgets (simopt.solver.Solver attribute) inven_stop (simopt.models.ironore.IronOreConfig attribute) IronOre (class in simopt.models.ironore) IronOreConfig (class in simopt.models.ironore) IronOreMaxRev (class in simopt.models.ironore) IronOreMaxRevCnt (class in simopt.models.ironore) IronOreMaxRevCntConfig (class in simopt.models.ironore) IronOreMaxRevConfig (class in simopt.models.ironore) iter_pct (simopt.solvers.spsa.SPSAConfig attribute) iterate() (simopt.solvers.astrodf.ASTRODF method) iteration_count (simopt.solvers.astrodf.ASTRODF property)

L

lambda_ (simopt.models.hotel.HotelConfig attribute) (simopt.models.mm1queue.MM1QueueConfig attribute) (simopt.models.tableallocation.TableAllocationConfig attribute) (simopt.solvers.aloe.ALOEConfig attribute) (simopt.solvers.strong.STRONGConfig attribute) lambda_2 (simopt.solvers.strong.STRONGConfig attribute) lambda_min (simopt.solvers.astrodf.ASTRODFConfig attribute) lead_exp (simopt.models.dualsourcing.DualSourcingConfig attribute) lead_mean (simopt.models.sscont.SSContConfig attribute) lead_model (simopt.models.sscont.SSCont attribute) lead_reg (simopt.models.dualsourcing.DualSourcingConfig attribute) length_to_node_constraint (simopt.models.san.SANLongestPathStochasticConfig attribute) load_models_and_problems() (in module simopt.directory) load_solvers() (in module simopt.directory) log_experiment_results() (simopt.experiment.single.ProblemSolver method) log_group_experiment_results() (simopt.experiment.multiple.ProblemsSolvers method) lookup() (simopt.curve.Curve method) lower_bounds (simopt.models.amusementpark.AmusementParkMinDepart property) (simopt.models.chessmm.ChessAvgDifference property) (simopt.models.cntnv.CntNVMaxProfit property) (simopt.models.contam.ContaminationTotalCostCont property) (simopt.models.contam.ContaminationTotalCostDisc property) (simopt.models.dualsourcing.DualSourcingMinCost property) (simopt.models.dynamnews.DynamNewsMaxProfit property) (simopt.models.example.ExampleProblem property) (simopt.models.facilitysizing.FacilitySizingMaxService property) (simopt.models.facilitysizing.FacilitySizingTotalCost property) (simopt.models.fixedsan.FixedSANLongestPath property) (simopt.models.hotel.HotelRevenue property) (simopt.models.ironore.IronOreMaxRev property) (simopt.models.ironore.IronOreMaxRevCnt property) (simopt.models.mm1queue.MM1MinMeanSojournTime property) (simopt.models.network.NetworkMinTotalCost property) (simopt.models.paramesti.ParamEstiMaxLogLik property) (simopt.models.rmitd.RMITDMaxRevenue property) (simopt.models.san.SANLongestPath property) (simopt.models.san.SANLongestPathStochastic property) (simopt.models.sscont.SSContMinCost property) (simopt.models.tableallocation.TableAllocationMaxRev property) (simopt.problem.Problem property)

lower_limits_transit_time (simopt.models.network.NetworkConfig attribute)

M

make_full_metaexperiment() (in module simopt.experiment_base) make_nonzero() (in module simopt.utils) MAX_ALLOWABLE_DIFF (in module simopt.models.chessmm) max_difference_of_curves() (in module simopt.curve_utils) max_price (simopt.models.ironore.IronOreConfig attribute) max_prod_perday (simopt.models.ironore.IronOreConfig attribute) MEAN (simopt.plot_type.PlotType attribute) MEAN_ELO (in module simopt.models.chessmm) MEAN_FEASIBILITY_PROGRESS (simopt.plot_type.PlotType attribute) mean_of_curves() (in module simopt.curve_utils) mean_price (simopt.models.ironore.IronOreConfig attribute) mean_vec (simopt.models.facilitysizing.FacilitySizeConfig attribute) min_price (simopt.models.ironore.IronOreConfig attribute) minmax (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) MIXED (simopt.problem_types.VariableType attribute) MM1MinMeanSojournTime (class in simopt.models.mm1queue) MM1MinMeanSojournTimeConfig (class in simopt.models.mm1queue) MM1Queue (class in simopt.models.mm1queue) MM1QueueConfig (class in simopt.models.mm1queue) mode_transit_time (simopt.models.network.NetworkConfig attribute) Model (class in simopt.model) model (simopt.data_farming_base.DataFarmingExperiment attribute) (simopt.data_farming_base.DesignPoint property) (simopt.problem.Problem attribute) model_class (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) model_created() (simopt.experiment.single.ProblemSolver method) (simopt.model.Model method) model_decision_factors (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) model_default_factors (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute)

model_directory (in module simopt.data_farming_base) (in module simopt.experiment.multiple) (in module simopt.experiment.single) (in module simopt.experiment_base) model_factors (simopt.data_farming_base.DesignPoint property) model_fixed_factors (simopt.experimental.ProblemConfig attribute) model_unabbreviated_directory (in module simopt.directory) module data_farming_core nolhs simopt simopt.base simopt.bootstrap simopt.curve simopt.curve_utils simopt.data_farming_base simopt.directory simopt.experiment simopt.experiment.multiple simopt.experiment.post_normalize simopt.experiment.single simopt.experiment_base simopt.experimental simopt.feasibility simopt.input_models simopt.model simopt.models simopt.models.amusementpark simopt.models.chessmm simopt.models.cntnv simopt.models.contam simopt.models.dualsourcing simopt.models.dynamnews simopt.models.example simopt.models.facilitysizing simopt.models.fixedsan simopt.models.hotel simopt.models.ironore simopt.models.mm1queue simopt.models.network simopt.models.paramesti simopt.models.rmitd simopt.models.san simopt.models.sscont simopt.models.tableallocation simopt.plot_type simopt.plots simopt.plots.area_scatterplot simopt.plots.feasibility_progress simopt.plots.progress_curve simopt.plots.solvability_cdf simopt.plots.solvability_profile simopt.plots.terminal_feasibility simopt.plots.terminal_progress simopt.plots.terminal_scatterplot simopt.plots.utils simopt.problem simopt.problem_types simopt.solver simopt.solvers simopt.solvers.adam simopt.solvers.aloe simopt.solvers.astrodf simopt.solvers.fcsa simopt.solvers.neldmd simopt.solvers.randomsearch simopt.solvers.spsa simopt.solvers.strong simopt.solvers.utils simopt.utils movement_model (simopt.models.ironore.IronOre attribute) MovementInputModel (class in simopt.models.ironore) mu (simopt.models.dualsourcing.DualSourcingConfig attribute) (simopt.models.dynamnews.DynamNewsConfig attribute) (simopt.models.mm1queue.MM1QueueConfig attribute) MULTI (simopt.problem_types.ObjectiveType attribute)

N

n0 (simopt.solvers.strong.STRONGConfig attribute) n_days (simopt.models.dualsourcing.DualSourcingConfig attribute) (simopt.models.ironore.IronOreConfig attribute) (simopt.models.sscont.SSContConfig attribute) n_design_pts (simopt.data_farming_base.DataFarmingExperiment attribute) n_fac (simopt.models.facilitysizing.FacilitySizeConfig attribute) n_hours (simopt.models.tableallocation.TableAllocationConfig attribute) n_loss (simopt.solvers.spsa.SPSAConfig attribute) n_macroreps (simopt.experiment.single.ProblemSolver property) n_messages (simopt.models.network.NetworkConfig attribute) n_networks (simopt.models.network.NetworkConfig attribute) n_objectives (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) n_points (simopt.curve.Curve property) n_postreps (simopt.experiment.single.ProblemSolver property) n_postreps_init_opt (simopt.experiment.single.ProblemSolver property) n_problems (simopt.experiment.multiple.ProblemsSolvers property) n_r (simopt.solvers.strong.STRONGConfig attribute) n_reps (simopt.data_farming_base.DesignPoint property) (simopt.problem.Solution property) (simopt.solvers.spsa.SPSAConfig attribute) n_responses (simopt.model.Model attribute) (simopt.models.amusementpark.AmusementPark attribute) (simopt.models.chessmm.ChessMatchmaking attribute) (simopt.models.cntnv.CntNV attribute) (simopt.models.contam.Contamination attribute) (simopt.models.dualsourcing.DualSourcing attribute) (simopt.models.dynamnews.DynamNews attribute) (simopt.models.example.ExampleModel attribute) (simopt.models.facilitysizing.FacilitySize attribute) (simopt.models.fixedsan.FixedSAN attribute) (simopt.models.hotel.Hotel attribute) (simopt.models.ironore.IronOre attribute) (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) (simopt.models.paramesti.ParameterEstimation attribute) (simopt.models.rmitd.RMITD attribute) (simopt.models.san.SAN attribute) (simopt.models.sscont.SSCont attribute) (simopt.models.tableallocation.TableAllocation attribute) n_rngs (simopt.model.Model attribute) (simopt.models.amusementpark.AmusementPark attribute) (simopt.models.chessmm.ChessMatchmaking attribute) (simopt.models.cntnv.CntNV attribute) (simopt.models.contam.Contamination attribute) (simopt.models.dualsourcing.DualSourcing attribute) (simopt.models.dynamnews.DynamNews attribute) (simopt.models.example.ExampleModel attribute) (simopt.models.facilitysizing.FacilitySize attribute) (simopt.models.fixedsan.FixedSAN attribute) (simopt.models.hotel.Hotel attribute) (simopt.models.ironore.IronOre attribute) (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) (simopt.models.paramesti.ParameterEstimation attribute) (simopt.models.rmitd.RMITD attribute) (simopt.models.san.SAN attribute) (simopt.models.sscont.SSCont attribute) (simopt.models.tableallocation.TableAllocation attribute)

n_solvers (simopt.experiment.multiple.ProblemsSolvers property) n_stochastic_constraints (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) name (simopt.experimental.ProblemConfig attribute) (simopt.experimental.SolverConfig attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute) name() (simopt.model.Model method) NelderMead (class in simopt.solvers.neldmd) NelderMeadConfig (class in simopt.solvers.neldmd) Network (class in simopt.models.network) NetworkConfig (class in simopt.models.network) NetworkMinTotalCost (class in simopt.models.network) NetworkMinTotalCostConfig (class in simopt.models.network) noise_model (simopt.models.example.ExampleModel attribute) nolhs module NOLHS (class in nolhs) Normal (class in simopt.input_models) normalize_grads (simopt.solvers.fcsa.FCSAConfig attribute) NUM_ARCS (in module simopt.models.fixedsan) (in module simopt.models.san) num_arcs (simopt.models.fixedsan.FixedSANConfig attribute) NUM_ATTRACTIONS (in module simopt.models.amusementpark) num_customer (simopt.models.dynamnews.DynamNewsConfig attribute) NUM_FACILITIES (in module simopt.models.facilitysizing) NUM_NETWORKS (in module simopt.models.network) num_nodes (simopt.models.fixedsan.FixedSANConfig attribute) (simopt.models.san.SANConfig attribute) num_players (simopt.models.chessmm.ChessMatchmakingConfig attribute) num_prod (simopt.models.dynamnews.DynamNewsConfig attribute) NUM_PRODUCTS (in module simopt.models.dynamnews) num_products (simopt.models.hotel.HotelConfig attribute) num_rooms (simopt.models.hotel.HotelConfig attribute) num_stacks (nolhs.NOLHS property) NUM_STAGES (in module simopt.models.contam) num_tables (simopt.models.tableallocation.TableAllocationConfig attribute) number_attractions (simopt.models.amusementpark.AmusementParkConfig attribute)

O

Objective (class in simopt.problem) objective_curves (simopt.experiment.single.ProblemSolver property) objective_type (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute) objectives (simopt.problem.RepResult attribute) (simopt.problem.Solution property) objectives_cov (simopt.problem.Solution property) objectives_gradients (simopt.problem.Solution property) objectives_gradients_cov (simopt.problem.Solution property) objectives_gradients_mean (simopt.problem.Solution property) objectives_gradients_stderr (simopt.problem.Solution property) objectives_gradients_var (simopt.problem.Solution property) objectives_mean (simopt.problem.Solution property) objectives_stderr (simopt.problem.Solution property) objectives_var (simopt.problem.Solution property) ObjectiveType (class in simopt.problem_types) optimal_solution (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem property) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik property) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem property)

optimal_value (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem property) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik property) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem property) order_level_exp (simopt.models.dualsourcing.DualSourcingConfig attribute) order_level_reg (simopt.models.dualsourcing.DualSourcingConfig attribute) order_quantity (simopt.models.cntnv.CntNVConfig attribute) original_max (data_farming_core.Scaler property) original_min (data_farming_core.Scaler property) override() (in module simopt.utils)

P

P (in module simopt.input_models) ParamEstiMaxLogLik (class in simopt.models.paramesti) ParamEstiMaxLogLikConfig (class in simopt.models.paramesti) ParameterEstimation (class in simopt.models.paramesti) ParameterEstimationConfig (class in simopt.models.paramesti) PARK_CAPACITY (in module simopt.models.amusementpark) park_capacity (simopt.models.amusementpark.AmusementParkConfig attribute) penalty_cost (simopt.models.dualsourcing.DualSourcingConfig attribute) people (simopt.models.mm1queue.MM1QueueConfig attribute) perform_adaptive_sampling() (simopt.solvers.astrodf.ASTRODF method) plot() (simopt.curve.Curve method) plot_area_scatterplots() (in module simopt.plots.area_scatterplot) plot_bootstrap_conf_ints() (in module simopt.plots.utils) plot_feasibility_progress() (in module simopt.plots.feasibility_progress) plot_progress_curves() (in module simopt.plots.progress_curve) plot_solvability_cdfs() (in module simopt.plots.solvability_cdf) plot_solvability_profiles() (in module simopt.plots.solvability_profile) plot_terminal_feasibility() (in module simopt.plots.terminal_feasibility) plot_terminal_progress() (in module simopt.plots.terminal_progress) plot_terminal_scatterplots() (in module simopt.plots.terminal_scatterplot) PlotType (class in simopt.plot_type) Poisson (class in simopt.input_models) poisson_rate (simopt.models.chessmm.ChessMatchmakingConfig attribute) post_normalize() (in module simopt.experiment.post_normalize) (simopt.experiment.multiple.ProblemsSolvers method) post_replicate() (simopt.experiment.multiple.ProblemsSolvers method) (simopt.experiment.single.ProblemSolver method) post_replicate_multithread() (simopt.experiment.single.ProblemSolver method)

precision (data_farming_core.Scaler property) prev_cost (simopt.models.contam.ContaminationTotalCostContConfig attribute) (simopt.models.contam.ContaminationTotalCostDiscConfig attribute) prev_decision (simopt.models.contam.ContaminationConfig attribute) price (simopt.models.dynamnews.DynamNewsConfig attribute) price_prod (simopt.models.ironore.IronOreConfig attribute) price_sell (simopt.models.ironore.IronOreConfig attribute) price_stop (simopt.models.ironore.IronOreConfig attribute) prices (simopt.models.rmitd.RMITDConfig attribute) print_table() (in module simopt.utils) print_to_csv() (simopt.data_farming_base.DataFarmingExperiment method) Problem (class in simopt.problem) problem (simopt.experiment.single.ProblemSolver property) problem_directory (in module simopt.experiment.multiple) (in module simopt.experiment.single) (in module simopt.experiment_base) problem_names (simopt.experiment.multiple.ProblemsSolvers property) problem_unabbreviated_directory (in module simopt.directory) ProblemConfig (class in simopt.experimental) problems (simopt.experiment.multiple.ProblemsSolvers property) ProblemSolver (class in simopt.experiment.single) ProblemsSolvers (class in simopt.experiment.multiple) process_prob (simopt.models.network.NetworkConfig attribute) prod_cost (simopt.models.ironore.IronOreConfig attribute) product_incidence (simopt.models.hotel.HotelConfig attribute) progress_curves (simopt.experiment.single.ProblemSolver property) ps_sufficient_reduction (simopt.solvers.astrodf.ASTRODFConfig attribute) purchase_price (simopt.models.cntnv.CntNVConfig attribute)

Q

QUANTILE (simopt.plot_type.PlotType attribute) quantile_cross_jump() (in module simopt.curve_utils) QUANTILE_FEASIBILITY_PROGRESS (simopt.plot_type.PlotType attribute)

quantile_of_curves() (in module simopt.curve_utils) QUANTILE_SOLVABILITY (simopt.plot_type.PlotType attribute) queue_capacities (simopt.models.amusementpark.AmusementParkConfig attribute)

R

R (in module simopt.input_models) (in module simopt.utils) r (simopt.solvers.adam.ADAMConfig attribute) (simopt.solvers.aloe.ALOEConfig attribute) (simopt.solvers.fcsa.FCSAConfig attribute) (simopt.solvers.neldmd.NelderMeadConfig attribute) rack_rate (simopt.models.hotel.HotelConfig attribute) random() (simopt.input_models.Beta method) (simopt.input_models.Exp method) (simopt.input_models.Gamma method) (simopt.input_models.InputModel method) (simopt.input_models.Normal method) (simopt.input_models.Poisson method) (simopt.input_models.Triangular method) (simopt.input_models.Uniform method) (simopt.input_models.WeightedChoice method) (simopt.models.chessmm.EloInputModel method) (simopt.models.cntnv.DemandInputModel method) (simopt.models.dualsourcing.DemandInputModel method) (simopt.models.dynamnews.Utility method) (simopt.models.facilitysizing.DemandInputModel method) (simopt.models.ironore.MovementInputModel method) (simopt.models.network.RouteInputModel method) (simopt.models.rmitd.DemandInputModel method) RandomSearch (class in simopt.solvers.randomsearch) RandomSearchConfig (class in simopt.solvers.randomsearch) read_experiment_results() (in module simopt.experiment_base) read_group_experiment_results() (in module simopt.experiment_base) recommended_solns (simopt.solver.Solver attribute) record_experiment_results() (simopt.experiment.single.ProblemSolver method) record_group_experiment_results() (simopt.experiment.multiple.ProblemsSolvers method) REGULAR (simopt.curve.CurveType attribute) remaining (simopt.solver.Budget property) rename (simopt.experimental.ProblemConfig attribute) (simopt.experimental.SolverConfig attribute) replicate() (simopt.model.Model method) (simopt.models.amusementpark.AmusementPark method) (simopt.models.amusementpark.AmusementParkMinDepart method) (simopt.models.chessmm.ChessAvgDifference method) (simopt.models.chessmm.ChessMatchmaking method) (simopt.models.cntnv.CntNV method) (simopt.models.cntnv.CntNVMaxProfit method) (simopt.models.contam.Contamination method) (simopt.models.contam.ContaminationTotalCostCont method) (simopt.models.contam.ContaminationTotalCostDisc method) (simopt.models.dualsourcing.DualSourcing method) (simopt.models.dualsourcing.DualSourcingMinCost method) (simopt.models.dynamnews.DynamNews method) (simopt.models.dynamnews.DynamNewsMaxProfit method) (simopt.models.example.ExampleModel method) (simopt.models.example.ExampleProblem method) (simopt.models.facilitysizing.FacilitySize method) (simopt.models.facilitysizing.FacilitySizingMaxService method) (simopt.models.facilitysizing.FacilitySizingTotalCost method) (simopt.models.fixedsan.FixedSAN method) (simopt.models.fixedsan.FixedSANLongestPath method) (simopt.models.hotel.Hotel method) (simopt.models.hotel.HotelRevenue method) (simopt.models.ironore.IronOre method) (simopt.models.ironore.IronOreMaxRev method) (simopt.models.ironore.IronOreMaxRevCnt method) (simopt.models.mm1queue.MM1MinMeanSojournTime method) (simopt.models.mm1queue.MM1Queue method) (simopt.models.network.Network method) (simopt.models.network.NetworkMinTotalCost method) (simopt.models.paramesti.ParamEstiMaxLogLik method) (simopt.models.paramesti.ParameterEstimation method) (simopt.models.rmitd.RMITD method) (simopt.models.rmitd.RMITDMaxRevenue method) (simopt.models.san.SAN method) (simopt.models.san.SANLongestPath method) (simopt.models.san.SANLongestPathStochastic method) (simopt.models.sscont.SSCont method) (simopt.models.sscont.SSContMinCost method) (simopt.models.tableallocation.TableAllocation method) (simopt.models.tableallocation.TableAllocationMaxRev method) (simopt.problem.Problem method)

report_all_solns (simopt.solvers.fcsa.FCSAConfig attribute) report_group_statistics() (simopt.experiment.multiple.ProblemsSolvers method) report_max_halfwidth() (in module simopt.plots.utils) report_statistics() (simopt.experiment.multiple.ProblemsSolvers method) RepResult (class in simopt.problem) request() (simopt.solver.Budget method) reservation_qtys (simopt.models.rmitd.RMITDConfig attribute) resolve_file_path() (in module simopt.utils) responses (simopt.data_farming_base.DesignPoint property) restore_model (simopt.models.contam.Contamination attribute) restore_rate_alpha (simopt.models.contam.ContaminationConfig attribute) restore_rate_beta (simopt.models.contam.ContaminationConfig attribute) reuse_points (simopt.solvers.astrodf.ASTRODFConfig attribute) RMITD (class in simopt.models.rmitd) RMITDConfig (class in simopt.models.rmitd) RMITDMaxRevenue (class in simopt.models.rmitd) RMITDMaxRevenueConfig (class in simopt.models.rmitd) rng (simopt.input_models.InputModel attribute) (simopt.models.chessmm.EloInputModel attribute) (simopt.models.cntnv.DemandInputModel attribute) (simopt.models.dualsourcing.DemandInputModel attribute) (simopt.models.dynamnews.Utility attribute) (simopt.models.facilitysizing.DemandInputModel attribute) (simopt.models.ironore.MovementInputModel attribute) (simopt.models.network.RouteInputModel attribute) rng_list (simopt.data_farming_base.DesignPoint property) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) route_model (simopt.models.network.Network attribute) RouteInputModel (class in simopt.models.network) run() (simopt.data_farming_base.DataFarmingExperiment method) (simopt.experiment.multiple.ProblemsSolvers method) (simopt.experiment.single.ProblemSolver method) (simopt.solver.Solver method) run_experiment() (in module simopt.experimental) run_multithread() (simopt.experiment.single.ProblemSolver method) runlength (simopt.models.hotel.HotelConfig attribute)

S

S (simopt.models.sscont.SSContConfig attribute) s (simopt.models.sscont.SSContConfig attribute) sales_price (simopt.models.cntnv.CntNVConfig attribute) salvage_price (simopt.models.cntnv.CntNVConfig attribute) sample_size (simopt.solvers.randomsearch.RandomSearchConfig attribute) SAN (class in simopt.models.san) SANConfig (class in simopt.models.san) SANLongestPath (class in simopt.models.san) SANLongestPathConfig (class in simopt.models.san) SANLongestPathStochastic (class in simopt.models.san) SANLongestPathStochasticConfig (class in simopt.models.san) save_design() (data_farming_core.DesignType method) save_plot() (in module simopt.plots.utils) scale (data_farming_core.Scaler property) scale_factor (data_farming_core.Scaler property) scale_value() (data_farming_core.Scaler method) scaled_max (data_farming_core.Scaler property) scaled_min (data_farming_core.Scaler property) Scaler (class in data_farming_core) search_direction (simopt.solvers.fcsa.FCSAConfig attribute) select_interpolation_points() (simopt.solvers.astrodf.ASTRODF method) sensitivity (simopt.solvers.adam.ADAMConfig attribute) (simopt.solvers.aloe.ALOEConfig attribute) (simopt.solvers.neldmd.NelderMeadConfig attribute) (simopt.solvers.strong.STRONGConfig attribute) service_model (simopt.models.mm1queue.MM1Queue attribute) (simopt.models.network.Network attribute) service_models (simopt.models.amusementpark.AmusementPark attribute) service_time_means (simopt.models.tableallocation.TableAllocationConfig attribute) service_time_model (simopt.models.tableallocation.TableAllocation attribute) set_rng() (simopt.input_models.InputModel method) (simopt.models.rmitd.DemandInputModel method) setup_plot() (in module simopt.plots.utils) simopt module simopt.base module simopt.bootstrap module simopt.curve module simopt.curve_utils module simopt.data_farming_base module simopt.directory module simopt.experiment module simopt.experiment.multiple module simopt.experiment.post_normalize module simopt.experiment.single module simopt.experiment_base module simopt.experimental module simopt.feasibility module simopt.input_models module simopt.model module simopt.models module simopt.models.amusementpark module simopt.models.chessmm module simopt.models.cntnv module simopt.models.contam module simopt.models.dualsourcing module simopt.models.dynamnews module simopt.models.example module simopt.models.facilitysizing module simopt.models.fixedsan module simopt.models.hotel module simopt.models.ironore module simopt.models.mm1queue module simopt.models.network module simopt.models.paramesti module simopt.models.rmitd module simopt.models.san module simopt.models.sscont module simopt.models.tableallocation module simopt.plot_type module simopt.plots module simopt.plots.area_scatterplot module

simopt.plots.feasibility_progress module simopt.plots.progress_curve module simopt.plots.solvability_cdf module simopt.plots.solvability_profile module simopt.plots.terminal_feasibility module simopt.plots.terminal_progress module simopt.plots.terminal_scatterplot module simopt.plots.utils module simopt.problem module simopt.problem_types module simopt.solver module simopt.solvers module simopt.solvers.adam module simopt.solvers.aloe module simopt.solvers.astrodf module simopt.solvers.fcsa module simopt.solvers.neldmd module simopt.solvers.randomsearch module simopt.solvers.spsa module simopt.solvers.strong module simopt.solvers.utils module simopt.utils module SIMOPT_TOPLEVEL (in module simopt.experiment.single) simulate() (simopt.data_farming_base.DesignPoint method) (simopt.problem.Problem method) simulate_up_to() (simopt.problem.Problem method) SINGLE (simopt.problem_types.ObjectiveType attribute) Solution (class in simopt.problem) solution_progenitor_rngs (simopt.solver.Solver attribute) solve() (simopt.solver.Solver method) (simopt.solvers.adam.ADAM method) (simopt.solvers.aloe.ALOE method) (simopt.solvers.astrodf.ASTRODF method) (simopt.solvers.fcsa.FCSA method) (simopt.solvers.neldmd.NelderMead method) (simopt.solvers.randomsearch.RandomSearch method) (simopt.solvers.spsa.SPSA method) (simopt.solvers.strong.STRONG method) SOLVE_TIME_CDF (simopt.plot_type.PlotType attribute) SOLVE_TIME_QUANTILE (simopt.plot_type.PlotType attribute) Solver (class in simopt.solver) solver (simopt.experiment.single.ProblemSolver property) solver_directory (in module simopt.data_farming_base) (in module simopt.directory) (in module simopt.experiment.multiple) (in module simopt.experiment.single) (in module simopt.experiment_base) solver_names (simopt.experiment.multiple.ProblemsSolvers property) solver_unabbreviated_directory (in module simopt.directory) SolverConfig (class in simopt.experimental) (class in simopt.solver) solvers (simopt.experiment.multiple.ProblemsSolvers property) specifications() (simopt.model.Model method) (simopt.problem.Problem method) (simopt.solver.Solver method) SPSA (class in simopt.solvers.spsa) SPSAConfig (class in simopt.solvers.spsa) SSCont (class in simopt.models.sscont) SSContConfig (class in simopt.models.sscont) SSContMinCost (class in simopt.models.sscont) SSContMinCostConfig (class in simopt.models.sscont) st_dev (simopt.models.dualsourcing.DualSourcingConfig attribute) (simopt.models.ironore.IronOreConfig attribute) stages (simopt.models.contam.ContaminationConfig attribute) step (simopt.solvers.spsa.SPSAConfig attribute) step_mult (simopt.solvers.fcsa.FCSAConfig attribute) step_type (simopt.solvers.fcsa.FCSAConfig attribute) stoch_constraints (simopt.problem.Solution property) stoch_constraints_cov (simopt.problem.Solution property) stoch_constraints_gradients (simopt.problem.Solution property) stoch_constraints_gradients_mean (simopt.problem.Solution property) stoch_constraints_mean (simopt.problem.Solution property) stoch_constraints_stderr (simopt.problem.Solution property) stoch_constraints_var (simopt.problem.Solution property) stochastic (simopt.problem.Objective attribute) (simopt.problem.StochasticConstraint attribute) STOCHASTIC (simopt.problem_types.ConstraintType attribute) stochastic_constraints (simopt.problem.RepResult attribute) stochastic_gradients (simopt.problem.Objective attribute) (simopt.problem.StochasticConstraint attribute) StochasticConstraint (class in simopt.problem) STRONG (class in simopt.solvers.strong) STRONGConfig (class in simopt.solvers.strong) style (simopt.curve.CurveType property) symbol() (simopt.problem_types.ConstraintType method) (simopt.problem_types.ObjectiveType method) (simopt.problem_types.VariableType method)

T

T (in module simopt.utils) table_cap (simopt.models.tableallocation.TableAllocationConfig attribute) table_revenue (simopt.models.tableallocation.TableAllocationConfig attribute) TableAllocation (class in simopt.models.tableallocation) TableAllocationConfig (class in simopt.models.tableallocation) TableAllocationMaxRev (class in simopt.models.tableallocation) TableAllocationMaxRevConfig (class in simopt.models.tableallocation) TERMINAL_SCATTER (simopt.plot_type.PlotType attribute) theta (simopt.solvers.aloe.ALOEConfig attribute) time_before (simopt.models.hotel.HotelConfig attribute)

time_horizon (simopt.models.rmitd.RMITDConfig attribute) time_limit (simopt.models.hotel.HotelConfig attribute) time_model (simopt.models.fixedsan.FixedSAN attribute) (simopt.models.san.SAN attribute) time_open (simopt.models.amusementpark.AmusementParkConfig attribute) timings (simopt.experiment.single.ProblemSolver property) tolerance (simopt.solvers.fcsa.FCSAConfig attribute) total (simopt.solver.Budget attribute) transition_probabilities (simopt.models.amusementpark.AmusementParkConfig attribute) Triangular (class in simopt.input_models) trim_solver_results() (in module simopt.experiment.single)

U

UNCONSTRAINED (simopt.problem_types.ConstraintType attribute) Uniform (class in simopt.input_models) unset_rng() (simopt.input_models.InputModel method) (simopt.models.rmitd.DemandInputModel method) update_hessian() (simopt.solvers.astrodf.ASTRODF method) upper_bounds (simopt.models.amusementpark.AmusementParkMinDepart property) (simopt.models.chessmm.ChessAvgDifference property) (simopt.models.cntnv.CntNVMaxProfit property) (simopt.models.contam.ContaminationTotalCostCont property) (simopt.models.contam.ContaminationTotalCostDisc property) (simopt.models.dualsourcing.DualSourcingMinCost property) (simopt.models.dynamnews.DynamNewsMaxProfit property) (simopt.models.example.ExampleProblem property) (simopt.models.facilitysizing.FacilitySizingMaxService property) (simopt.models.facilitysizing.FacilitySizingTotalCost property) (simopt.models.fixedsan.FixedSANLongestPath property) (simopt.models.hotel.HotelRevenue property) (simopt.models.ironore.IronOreMaxRev property) (simopt.models.ironore.IronOreMaxRevCnt property) (simopt.models.mm1queue.MM1MinMeanSojournTime property) (simopt.models.network.NetworkMinTotalCost property) (simopt.models.paramesti.ParamEstiMaxLogLik property) (simopt.models.rmitd.RMITDMaxRevenue property) (simopt.models.san.SANLongestPath property) (simopt.models.san.SANLongestPathStochastic property) (simopt.models.sscont.SSContMinCost property) (simopt.models.tableallocation.TableAllocationMaxRev property) (simopt.problem.Problem property)

upper_limits_transit_time (simopt.models.network.NetworkConfig attribute) upper_thres (simopt.models.contam.ContaminationTotalCostContConfig attribute) (simopt.models.contam.ContaminationTotalCostDiscConfig attribute) upper_time (simopt.models.chessmm.ChessAvgDifferenceConfig attribute) use_gradients (simopt.solvers.astrodf.ASTRODFConfig attribute) used (simopt.solver.Budget property) Utility (class in simopt.models.dynamnews) utility_model (simopt.models.dynamnews.DynamNews attribute)

V

value() (simopt.problem.Objective method) (simopt.problem.StochasticConstraint method) variable_cost (simopt.models.sscont.SSContConfig attribute) variable_type (simopt.models.amusementpark.AmusementParkMinDepart attribute) (simopt.models.chessmm.ChessAvgDifference attribute) (simopt.models.cntnv.CntNVMaxProfit attribute) (simopt.models.contam.ContaminationTotalCostCont attribute) (simopt.models.contam.ContaminationTotalCostDisc attribute) (simopt.models.dualsourcing.DualSourcingMinCost attribute) (simopt.models.dynamnews.DynamNewsMaxProfit attribute) (simopt.models.example.ExampleProblem attribute) (simopt.models.facilitysizing.FacilitySizingMaxService attribute) (simopt.models.facilitysizing.FacilitySizingTotalCost attribute) (simopt.models.fixedsan.FixedSANLongestPath attribute) (simopt.models.hotel.HotelRevenue attribute) (simopt.models.ironore.IronOreMaxRev attribute) (simopt.models.ironore.IronOreMaxRevCnt attribute) (simopt.models.mm1queue.MM1MinMeanSojournTime attribute) (simopt.models.network.NetworkMinTotalCost attribute) (simopt.models.paramesti.ParamEstiMaxLogLik attribute) (simopt.models.rmitd.RMITDMaxRevenue attribute) (simopt.models.san.SANLongestPath attribute) (simopt.models.san.SANLongestPathStochastic attribute) (simopt.models.sscont.SSContMinCost attribute) (simopt.models.tableallocation.TableAllocationMaxRev attribute) (simopt.problem.Problem attribute) (simopt.solver.Solver attribute) (simopt.solvers.adam.ADAM attribute) (simopt.solvers.aloe.ALOE attribute) (simopt.solvers.astrodf.ASTRODF attribute) (simopt.solvers.fcsa.FCSA attribute) (simopt.solvers.neldmd.NelderMead attribute) (simopt.solvers.randomsearch.RandomSearch attribute) (simopt.solvers.spsa.SPSA attribute) (simopt.solvers.strong.STRONG attribute)

VariableType (class in simopt.problem_types) vector_to_factor_dict() (simopt.models.amusementpark.AmusementParkMinDepart method) (simopt.models.chessmm.ChessAvgDifference method) (simopt.models.cntnv.CntNVMaxProfit method) (simopt.models.contam.ContaminationTotalCostCont method) (simopt.models.contam.ContaminationTotalCostDisc method) (simopt.models.dualsourcing.DualSourcingMinCost method) (simopt.models.dynamnews.DynamNewsMaxProfit method) (simopt.models.example.ExampleProblem method) (simopt.models.facilitysizing.FacilitySizingMaxService method) (simopt.models.facilitysizing.FacilitySizingTotalCost method) (simopt.models.fixedsan.FixedSANLongestPath method) (simopt.models.hotel.HotelRevenue method) (simopt.models.ironore.IronOreMaxRev method) (simopt.models.ironore.IronOreMaxRevCnt method) (simopt.models.mm1queue.MM1MinMeanSojournTime method) (simopt.models.network.NetworkMinTotalCost method) (simopt.models.paramesti.ParamEstiMaxLogLik method) (simopt.models.rmitd.RMITDMaxRevenue method) (simopt.models.san.SANLongestPath method) (simopt.models.san.SANLongestPathStochastic method) (simopt.models.sscont.SSContMinCost method) (simopt.models.tableallocation.TableAllocationMaxRev method) (simopt.problem.Problem method) VIOLIN (simopt.plot_type.PlotType attribute)

W

warmup (simopt.models.mm1queue.MM1QueueConfig attribute) (simopt.models.sscont.SSContConfig attribute)

WeightedChoice (class in simopt.input_models)

X

x (simopt.models.example.ExampleModelConfig attribute) (simopt.models.paramesti.ParameterEstimationConfig attribute) (simopt.problem.Solution property) x0 (simopt.experiment.single.ProblemSolver property) x0_postreps (simopt.experiment.single.ProblemSolver property)

x_rng (simopt.models.rmitd.DemandInputModel attribute) x_vals (simopt.curve.Curve property) xstar (simopt.experiment.single.ProblemSolver property) (simopt.models.paramesti.ParameterEstimationConfig attribute) xstar_postreps (simopt.experiment.single.ProblemSolver property)

Y

y1_model (simopt.models.paramesti.ParameterEstimation attribute) y2_model (simopt.models.paramesti.ParameterEstimation attribute)

y_rng (simopt.models.rmitd.DemandInputModel attribute) y_vals (simopt.curve.Curve property)