低数据极限下模型预测控制的非线性动力学的稀疏识别Sparse Identification of Nonlinear Dynamics for Model Predictive Control in the Low-Data Limit
资源文件列表
SINDY-MPC-master/.gitignore , 14
SINDY-MPC-master/DATA/HIV/DATA_HIV_TRAINING-ENSEMBLE_prbs_N32.mat , 885951
SINDY-MPC-master/DATA/HIV/EX_HIV_SI_DMDc_prbs.mat , 1257
SINDY-MPC-master/DATA/HIV/EX_HIV_SI_DelayDMDc_prbs.mat , 24890
SINDY-MPC-master/DATA/HIV/EX_HIV_SI_NARX_prbs.mat , 4202
SINDY-MPC-master/DATA/HIV/EX_HIV_SI_SINDYc_prbs.mat , 506
SINDY-MPC-master/DATA/HIV/EX_HIV_SI_eDMDc_prbs.mat , 25467
SINDY-MPC-master/DATA/HIV/EX_HIV_SI_partialSINDYc_prbs_123.mat , 453
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/ConstraintFCN.m , 1441
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/ConstraintFCN_models.m , 2360
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/EX_F8_SI_DelayDMDc.m , 2835
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/EX_F8_SI_NARX.m , 3419
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/EX_F8_SI_NARX_Ensemble.m , 5636
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/EX_F8_SI_SINDYc.m , 3125
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/MPC_F8.m , 2266
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/MPC_F8_ModelComparison.m , 12046
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/ObjectiveFCN.m , 1387
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/ObjectiveFCN_models.m , 2302
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/VIZ_SI_Validation.m , 2092
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/VIZ_SI_Validation_MPC.m , 6257
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/VIZ_SI_Validation_MPC_ensemble.m , 7563
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/getMPCparams.m , 1012
SINDY-MPC-master/EX_FLIGHT_CONTROL_F8/getTrainingData.m , 5830
SINDY-MPC-master/EX_HIV_THERAPY/ConstraintFCN_models.m , 2725
SINDY-MPC-master/EX_HIV_THERAPY/DMDc.m , 443
SINDY-MPC-master/EX_HIV_THERAPY/EX_HIV_SI_DelayDMDc.m , 4021
SINDY-MPC-master/EX_HIV_THERAPY/EX_HIV_SI_NARX.m , 7986
SINDY-MPC-master/EX_HIV_THERAPY/EX_HIV_SI_SINDYc.m , 5674
SINDY-MPC-master/EX_HIV_THERAPY/EX_HIV_SI_eDMDc.m , 2349
SINDY-MPC-master/EX_HIV_THERAPY/MPC_HIV_ModelComparison.m , 26283
SINDY-MPC-master/EX_HIV_THERAPY/MPC_HIV_SINDYc.m , 5461
SINDY-MPC-master/EX_HIV_THERAPY/ObjectiveFCN.m , 2097
SINDY-MPC-master/EX_HIV_THERAPY/ObjectiveFCN_models.m , 2829
SINDY-MPC-master/EX_HIV_THERAPY/evalObjectiveFCN_HIV.m , 951
SINDY-MPC-master/EX_HIV_THERAPY/getMPCparams.m , 715
SINDY-MPC-master/EX_HIV_THERAPY/getTrainingData.m , 10312
SINDY-MPC-master/EX_HIV_THERAPY/integrateODE.m , 996
SINDY-MPC-master/EX_HIV_THERAPY/run_HIV_params.m , 294
SINDY-MPC-master/EX_HIV_THERAPY/trainSINDYc_HIV.m , 1307
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_MPC_Dependency.m , 2656
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_DelayDMDc.m , 3042
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_DelayDMDc_Dependency.m , 20993
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_NARX.m , 3807
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_NARX_Dependency.m , 20438
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_SINDYc.m , 2992
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_SINDYc_Dependency.m , 18428
SINDY-MPC-master/EX_LORENZ/EX_LORENZ_SI_SINDYc_SLIDES.m , 4415
SINDY-MPC-master/EX_LORENZ/LorenzSys.m , 137
SINDY-MPC-master/EX_LORENZ/MPC_LORENZ_ModelComparison.m , 10948
SINDY-MPC-master/EX_LORENZ/MPC_Results_SLIDES.m , 3057
SINDY-MPC-master/EX_LORENZ/ObjectiveFCN_models.m , 2237
SINDY-MPC-master/EX_LORENZ/SHOW_PREDICTION_FOR_TRAINING_PHASE.m , 2140
SINDY-MPC-master/EX_LORENZ/SHOW_PREDICTION_FOR_VALIDATION_PHASE.m , 3255
SINDY-MPC-master/EX_LORENZ/VIZ_3D_MODELvsTRUTH.m , 1245
SINDY-MPC-master/EX_LORENZ/VIZ_ERROR_STATS.m , 2328
SINDY-MPC-master/EX_LORENZ/VIZ_MPC_LORENZ_ModelComparison.m , 8155
SINDY-MPC-master/EX_LORENZ/VIZ_MPC_LORENZ_ModelComparison_Dependency.m , 14032
SINDY-MPC-master/EX_LORENZ/VIZ_SI_LENGTH_Comparison.m , 15090
SINDY-MPC-master/EX_LORENZ/VIZ_SI_NOISE_Comparison.m , 11443
SINDY-MPC-master/EX_LORENZ/VIZ_SI_Validation.m , 3647
SINDY-MPC-master/EX_LORENZ/VIZ_SI_Validation_MPC.m , 6389
SINDY-MPC-master/EX_LORENZ/getMPCparams.m , 280
SINDY-MPC-master/EX_LORENZ/getTrainingData.m , 3461
SINDY-MPC-master/EX_LORENZ/getValidationData.m , 2905
SINDY-MPC-master/EX_LORENZ/runMPC.m , 3232
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_MPC_Dependency.m , 2598
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_NoiseDependency.m , 6454
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_DelayDMDc.m , 2276
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_DelayDMDc_Dependency.m , 19354
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_NARX.m , 3409
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_NARX_Dependency.m , 20633
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_SINDYc.m , 3849
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_SINDYc_Dependency.m , 18878
SINDY-MPC-master/EX_LOTKA_VOLTERRA/EX_LOTKA_SI_SparseModels_Comparison.m , 16678
SINDY-MPC-master/EX_LOTKA_VOLTERRA/MPC_LOTKA_ModelComparison.m , 10033
SINDY-MPC-master/EX_LOTKA_VOLTERRA/MPC_LOTKA_SINDYc.m , 8669
SINDY-MPC-master/EX_LOTKA_VOLTERRA/SHOW_PREDICTION_FOR_TRAINING_PHASE.m , 1924
SINDY-MPC-master/EX_LOTKA_VOLTERRA/SI_Input.m , 305
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_ERROR_STATS.m , 2063
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_MPC_CostComparison.m , 2090
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_MPC_LOTKA_ModelComparison.m , 7395
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_MPC_LOTKA_ModelComparison_Dependency.m , 16928
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_SI_LENGTH_Comparison.m , 11646
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_SI_NOISE_Comparison.m , 6306
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_SI_NOISE_Comparison_MODELS.m , 4724
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_SI_Validation.m , 4304
SINDY-MPC-master/EX_LOTKA_VOLTERRA/VIZ_SI_Validation_MPC.m , 5272
SINDY-MPC-master/EX_LOTKA_VOLTERRA/evalObjectiveFCN.m , 1013
SINDY-MPC-master/EX_LOTKA_VOLTERRA/getMPCparams.m , 286
SINDY-MPC-master/EX_LOTKA_VOLTERRA/getTrainingData.m , 3802
SINDY-MPC-master/EX_LOTKA_VOLTERRA/getValidationData.m , 3551
SINDY-MPC-master/EX_LOTKA_VOLTERRA/lotkaConstraintFCN.m , 1105
SINDY-MPC-master/EX_LOTKA_VOLTERRA/lotkaConstraintFCN_models.m , 1828
SINDY-MPC-master/EX_LOTKA_VOLTERRA/lotkaObjectiveFCN.m , 1170
SINDY-MPC-master/EX_LOTKA_VOLTERRA/lotkaObjectiveFCN_models.m , 2003
SINDY-MPC-master/EX_LOTKA_VOLTERRA/runMPC.m , 4829
SINDY-MPC-master/LICENSE , 1769
SINDY-MPC-master/README.md , 4185
SINDY-MPC-master/utils/DMDc.m , 391
SINDY-MPC-master/utils/DelayDMDc.m , 710
SINDY-MPC-master/utils/DelayDMDc_MV.m , 923
SINDY-MPC-master/utils/F8Sys.m , 776
SINDY-MPC-master/utils/HIVsys_ZURAKOWSKI.m , 389
SINDY-MPC-master/utils/NonlinearSparseRegression.m , 657
SINDY-MPC-master/utils/SparseRegression.m , 688
SINDY-MPC-master/utils/TVRegDiff.m , 10831
SINDY-MPC-master/utils/color_line3.m , 1122
SINDY-MPC-master/utils/evalObjectiveFCN.m , 932
SINDY-MPC-master/utils/getHankelMatrix.m , 154
SINDY-MPC-master/utils/getHankelMatrix_MV.m , 209
SINDY-MPC-master/utils/lorenzcontrol_discrete.m , 139
SINDY-MPC-master/utils/lotka.m , 100
SINDY-MPC-master/utils/lotkacontrol.m , 113
SINDY-MPC-master/utils/lotkacontrol_discrete.m , 153
SINDY-MPC-master/utils/mynoise.m , 138
SINDY-MPC-master/utils/poolData.m , 1700
SINDY-MPC-master/utils/poolDataLIST.m , 1957
SINDY-MPC-master/utils/poolDataLIST_CONTROL.m , 1991
SINDY-MPC-master/utils/prbs.m , 348
SINDY-MPC-master/utils/rk4u.m , 477
SINDY-MPC-master/utils/sparseGalerkin.m , 364
SINDY-MPC-master/utils/sparseGalerkinControl.m , 379
SINDY-MPC-master/utils/sparseGalerkinControl_Discrete.m , 292
SINDY-MPC-master/utils/sparseGalerkinDiscrete.m , 348
SINDY-MPC-master/utils/sparsifyDynamics.m , 786
SINDY-MPC-master/utils/sparsifyDynamicsIndependent.m , 585
SINDY-MPC-master/utils/sphs.m , 257
SINDY-MPC-master/utils/trainSINDYc.m , 2181
SINDY-MPC-master/utils/trainSINDYc_Ensemble.m , 1874