Man pages for bartzbeielstein/SPOT
Sequential Parameter Optimization Toolbox
| buildCVModel | buildCVModel |
| buildEnsembleStack | Ensemble: Stacking |
| buildKriging | Build Kriging Model |
| buildKrigingDACE | Build DACE model |
| buildLM | Linear Model Interface |
| buildLOESS | Build LOESS Model |
| buildRandomForest | Random Forest Interface |
| buildRanger | ranger Interface |
| buildRSM | Build Response Surface Model |
| calculationBarthMuschelknautz | Cyclone Simulation: Barth/Muschelknautz |
| calculationMothes | Cyclone Simulation: Mothes |
| checkForNAs | Check for NAs in x lower and upper |
| checkFunEvalsDesignSize | Check funEvals Setting against designSize |
| checkInputDimensionsionalityCorrect | Check Dimensions of spotInputs |
| checkInputTypesInControl | Check input types in the spotControl list. |
| checkLowerNotEqualsUpper | Check That Lower and Upper are not Equal |
| checkLowerSmallerThanUpper | Check That Lower is smaller than Upper |
| checkTypesOfInput | Check Input Types |
| corrcubic | Correlation: Cubic |
| correxp | Correlation: Exp |
| correxpg | Correlation: Expg |
| corrgauss | Correlation: Gauss |
| corrkriging | Correlation: Kriging |
| corrlin | Correlation: Lin |
| corrnoisygauss | Correlation: Noisy Gauss |
| corrnoisykriging | Correlation: Noisy Kriging |
| corrspherical | Correlation: Spherical |
| corrspline | Correlation: Spline |
| daceEvalFit | Evaluate DACE fit |
| daceFixTheta | Fix model parameters DACE |
| daceGetFit | Get DACE fit |
| daceLikelihood | Wrapper for Maximum Likelihood Estimation |
| daceObjfunc | DACE objective function |
| dacePrepareFit | Prepare DACE fit |
| daceStartParameters | Start parameter setup DACE |
| dataGasSensor | Gas Sensor Data |
| descentSpotRSM | Descent RSM model |
| designLHD | Latin Hypercube Design Generator |
| designLHDNorm | Normalized LHD Design |
| designUniformRandom | Uniform Design Generator |
| duplicateAndReplicateHandling | Handle Duplicates and Replicates |
| evaluateModel | Evaluate Model |
| expectedImprovement | Expected Improvement |
| funCyclone | Objective function - Cyclone Simulation: Barth/Muschelknautz |
| funOptimLecture | funOptimLecture |
| funSphere | Sphere Test Function |
| infillExpectedImprovement | infillExpectedImprovement |
| infillGetFullPrediction | infillGetFullPrediction |
| initialInputCheck | Initial Input Check of Spot Configuration |
| krigingLikelihood | Calculate negative log-likelihood |
| linearAdaptedSE | linearAdaptedSE |
| maxNearestNeighbourDistance | maxNearestNeighbourDistance |
| normalizeMatrix | Normalize design |
| normalizeMatrix2 | Normalize design 2 |
| objectiveFunctionEvaluation | Objective Function Evaluation |
| OCBA | Low Level OCBA |
| optimDE | Minimization by Differential Evolution |
| optimES | Evolution Strategy |
| optimGenoud | Minimization by GENetic Optimization Using Derivatives |
| optimLBFGSB | Minimization by L-BFGS-B |
| optimLHD | Minimization by Latin Hypercube Sampling |
| optimNLOPTR | Minimization by NLOPT |
| plotData | Interpolated plot |
| plotFunction | Surface plot of a function |
| plotModel | Surface plot of a model |
| plotSingleDimFunction | plotSingleDimFunction |
| plot.spotRSM | Plot RSM model |
| predict.cvModel | predict.cvModel |
| predict.dace | DACE predictor |
| predict.ensembleStack | Predict Stacked Ensemble |
| predict.kriging | Predict Kriging Model |
| predictKrigingReinterpolation | Predict Kriging Model (Re-interpolating) |
| predict.spotLinearModel | Prediction method for linear model |
| predict.spotLOESS | Predict loess model |
| predict.spotRandomForest | Prediction method for random forest |
| predict.spotRanger | Predictor for spotExtraTrees |
| predict.spotRSM | Predict RSM model |
| Print Function DACE Kriging | |
| print.spotLinearModel | Print method for linear model |
| print.spotLOESS | Print method for loess model |
| print.spotRandomForest | Print method for random forest |
| print.spotRanger | Print method for random forest |
| print.spotRSM | Print method for RSM model |
| regpoly0 | Regression: Regpoly0 |
| regpoly1 | Regression: Regpoly1 |
| regpoly2 | Regression: Regpoly2 |
| repairNonNumeric | Repair Non-numeric Values |
| repeatsOCBA | Optimal Computing Budget Allocation |
| repmat | repmat |
| satter | Satterthwaite Function |
| spot | Sequential Parameter Optimization |
| spotAlgEs | Evolution Strategy Implementation |
| spotAlgEsDominantReco | spotAlgEsDominantReco |
| spotAlgEsGetSuccessRate | get Success Rate |
| spotAlgEsHps | Termination hps |
| spotAlgEsIndividualInitial | Individual Initialization |
| spotAlgEsInitParentPop | Initialize Parent Population |
| spotAlgEsInterReco | spotAlgEsInterReco |
| spotAlgEsInterRecoBeSw02 | spotAlgEsInterRecoBeSw02 |
| spotAlgEsMarriage | Marriage |
| spotAlgEsMarriageWithReplace | Marriage with replace |
| spotAlgEsObjMutation | spotAlgEsObjMutation |
| spotAlgEsSelection | spotAlgEsSelection |
| spotAlgEsStratMutation | spotAlgEsStratMutation |
| spotAlgEsTermination | Termination |
| spotControl | Default Control list for spot |
| spotFillControlList | Fill in some values for the control list. Internal use only. |
| spotHelpBslash | Backslash operator. |
| spotLoop | Sequential Parameter Optimization Main Loop |
| SPOT-package | Sequential Parameter Optimization Toolbox |
| wrapBatchTools | wrapBatchTools |
| wrapFunction | Function Evaluation Wrapper |
| wrapFunctionParallel | Parallelized Function Evaluation Wrapper |
| wrapSystemCommand | wrapSystemCommand |
| wrapSystem_parseMatrixToString | wrapSystem_parseMatrixToString |
