SPOT-package | Sequential Parameter Optimization Toolbox in R |
daceBuilder | Build DACE model |
dacePredictor | DACE predictor |
forrBuilder | Build Forrester Kriging |
forrCoBuilder | Build Forrester Co-Kriging |
forrCoRegPredictor | Predict Forrester Co-Kriging Model |
forrRegPredictor | Predict Forrester Model |
forrReintPredictor | Predict Forrester Model (Re-interpolating) |
predict.forr | Predict Forrester Model |
SPOT | Sequential Parameter Optimization Toolbox in R |
spot | Main function for the use of SPOT |
spotAlgEs | Evolution Strategy Implementation |
spotAlgStartEs | Interface for an Evolution Strategy to be tuned by SPOT... |
spotAlgStartEsGlg | Algorithm Interface to ES + GLG |
spotAlgStartEsVar | Interface for an Evolution Strategy to be robustly tuned by SPOT... |
spotAlgStartRgp | Interface for RGP to be tuned by SPOT |
spotAlgStartSann | Interface for SANN to be tuned by SPOT |
spotAlgStartSannVar | Interface for SANN to be tuned robustly by SPOT |
spotAlgStartSmsEmoaGlg | Algorithm Interface to ES + GLG |
spotBraninFunction | Single objective test functions for SPOT |
spotCreateDesignBasicDoe | spotCreateDesignBasicDoe |
spotCreateDesignFactors | spotCreateDesignFactors |
spotCreateDesignFrF2 | spotCreateDesignFrF2 |
spotCreateDesignLhd | spotCreateDesignLhd |
spotCreateDesignLhs | spotCreateDesignLhs |
spotCreateDesignLhsOpt | spotCreateDesignLhsOpt |
spotEnsembleMultiAlternate | spotEnsembleMultiAlternate |
spotEnsembleMultiAverage | spotEnsembleMultiAverage |
spotEnsembleMultiChoose | spotEnsembleMultiChoose |
spotEnsembleMultiRank | spotEnsembleMultiRank |
spotEnsembleMultiRankWeighted | spotEnsembleMultiRankWeighted |
spotEnsembleSingleBLAbern | Single Ensemble: BLAbern |
spotEnsembleSingleBLAnorm | Single Ensemble: BLAnorm |
spotEnsembleSingleEpsGreedy | Single Ensemble: Epsilon Greedy |
spotEnsembleSinglePOKER | Single Ensemble: POKER |
spotEnsembleSingleRoundSearch | Single Ensemble: RoundSearch |
spotEnsembleSingleSoftMax | Single Ensemble: SoftMax |
spotEnsembleSingleUCB1 | Single Ensemble: UCB1 |
spotFeedback | Ensemble Feedback Functions |
spotFeedback.deviation | Ensemble Feedback Functions |
spotFeedback.error.combo | Ensemble Feedback Functions |
spotFeedback.error.full | Ensemble Feedback Functions |
spotFeedback.error.last | Ensemble Feedback Functions |
spotFeedback.error.order | Ensemble Feedback Functions |
spotFeedback.reward.bern | Ensemble Feedback Functions |
spotFeedback.reward.norm | Ensemble Feedback Functions |
spotFeedback.sd.interSubModelsFull | Ensemble Feedback Functions |
spotFeedback.y | Ensemble Feedback Functions |
spotGetOptions | Set all options by conf-file or by default |
spotGlgCreate | Create Gaussian Landscape |
spotGlgCreateN | Create Gaussian Landscape (multiple) |
spotGlgCreateRot | Create Gaussian Landscape (rotated) |
spotGlgCreateRotSearched | Create Gaussian Landscape (rotated) with random search |
spotGlgEval | Gaussian Landscape Evaluation |
spotGlgEvalN | Gaussian Landscape Evaluation (multiple) |
spotGlgEvalRot | Gaussian Landscape Evaluation (rotated) |
spotGlgInit | Initialize Gaussian Landscape |
spotGlgInitN | Initialize Gaussian Landscape (multiple) |
spotGui | Start the SPOT GUI |
spotInfillExpImp | Neg. Log. of Expected Improvement Infill Criterion |
spotInfillHyperVolume | MCO Infill Criterion |
spotInfillLcbHyperVolume | Hypervolume Lower Confidence Bound Infill Criterion |
spotInfillLcbMulti | Lower Confidence Bound Infill Criterion |
spotInfillLcbSingle | Single objective lower confidence bound |
spotInfillProbImp | Probability of Improvement Infill Criterion |
spotInfillSD | Neg. SD Infill Criterion |
spotInfillSExI2d | S-metric Expected Improvement SExI Infill Criterion |
spotMexicanHatFunction | Single objective test functions for SPOT |
spotModel.func | Model Prediction Interface |
spotModel.predict | Model Prediction Interface |
spotModel.train | Model Training Interface |
spotModelDescentLm | Steepest Descent on RSM (linear model) |
spotModelOptim | Optimize predicted meta model |
spotModelParetoOptim | Multi criteria optimization of predicted surrogate models |
spotOcba | Optimal Computing Budget Allocation OCBA for SPOT |
spotOptim | spotOptim: optim-like spot interface |
spotOptimEs | spotOptimEs: optim-like ES interface |
spotOptimInterface | Interface for Target Functions |
spotOptimizationInterface | spotOptimizationInterface |
spotOptimizationInterfaceMco | spotOptimizationInterfaceMco |
spotOptimLHS | spotOptimLHS |
spotPenalizeMissingValues | Penalize Missing Values |
spotPredictCoForrester | Meta Model Interface: Forrester's Co-Kriging |
spotPredictDace | Meta Model Interface: DACE Kriging |
spotPredictDice | Meta Model Interface: Dice Kriging |
spotPredictEarth | Meta Model Interface: Multivariate Adaptive Regression Spline |
spotPredictEsvm | Meta Model Interface: Support Vector Machine |
spotPredictForrester | Meta Model Interface: Forrester's Kriging |
spotPredictGausspr | Meta Model Interface: Gaussian Processes |
spotPredictKrig | Meta Model Interface: Fields Kriging |
spotPredictKsvm | Meta Model Interface: Support Vector Machine |
spotPredictLm | Meta Model Interface: Linear Model |
spotPredictLmFactor | Meta Model Interface: Linear model with factors for SPOT |
spotPredictMCO | Meta Model Interface: Multi Criteria Modelling |
spotPredictMlegp | Meta Model Interface: Maximum Likelihood Estimation for Gaussian Processes, Kriging |
spotPredictMLP | Meta Model Interface: Multi-layer Perceptron |
spotPredictNeuralnet | Meta Model Interface: Neural network |
spotPredictQrnn | Meta Model Interface: Quantile Regression Neural Network |
spotPredictRandomForest | Meta Model Interface: Random Forest |
spotPredictRandomForestMlegp | Meta Model Interface: Random Forest combined with Mlegp |
spotPredictTgp | Meta Model Interface: Treed Gaussian Processes |
spotPredictTree | Meta Model Interface: Tree |
spotRastriginFunction | Single objective test functions for SPOT |
spotReadBstFile | Read .bst File |
spotReadRoi | Spot Read ROI |
spotRepairMissingValues | Repair Missing Values |
spotRepairMissingValuesCoKriging | Repair Missing Values |
spotReport3d | 3d Plot of Meta Model - Report Function |
spotReportContour | Model Contour Plot - Report Function |
spotReportDefault | Default Report |
spotReportEarth | Earth Report |
spotReportMAMP | MAMP Model Report |
spotReportMetaDefault | Default Report for Meta Runs |
spotReportSAMP | SAMP Model Report |
spotReportSens | Sensitivity Report |
spotROI | Region Of Interest Constructor |
spotRosenbrockFunction | Single objective test functions for SPOT |
spotRosenbrockGradientFunction | Single objective test functions for SPOT |
spotSelectionAdjustedRsq | Model selection and error estimation |
spotSelectionAic | Model selection and error estimation |
spotSelectionCriteria | Model selection and error estimation |
spotSelectionMae | Model selection and error estimation |
spotSelectionMse | Model selection and error estimation |
spotSelectionRmse | Model selection and error estimation |
spotSelectionRsq | Model selection and error estimation |
spotSelectionSae | Model selection and error estimation |
spotSelectionScaledMse | Model selection and error estimation |
spotSelectionScaledRmse | Model selection and error estimation |
spotSelectionScaledSse | Model selection and error estimation |
spotSelectionSse | Model selection and error estimation |
spotSExI2d | S-metric Expected Improvement SExI Infill Criterion |
spotSixHumpFunction | Single objective test functions for SPOT |
spotSmsEmoa | SMS-EMOA: S-Metric-Selection Evolutionary Multi-objective Optimization Algorithm |
spotSmsEmoaKriging | SMS-EMOA: S-Metric-Selection Evolutionary Multi-objective Optimization Algorithm |
spotSphere1Function | Single objective test functions for SPOT |
spotSphereFunction | Single objective test functions for SPOT |
spotStepAutoOpt | SPOT Step Auto Opt |
spotStepInitial | SPOT Step: Initialize (First SPOT- Step) |
spotStepMetaOpt | SPOT Step Meta |
spotStepReport | SPOT Step Report |
spotStepRunAlg | SPOT Step Algorithm Call |
spotStepSequential | SPOT Step Sequential |
spotSurf3d | spotSurf3d |
spotSurfContour | spotSurfContour |
spotWildFunction | Single objective test functions for SPOT |
spotWriteAroi | Spot Write Aroi |
Testfunctions | Single objective test functions for SPOT |