SPOT-package | Sequential Parameter Optimization Toolbox in R |
esOptim | esOptim: optim-like ES interface |
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... |
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 |
spotBraninFunction | Single objective test functions for SPOT |
spotCalcNoise | Calculate Noise |
spotCreate... | General Help on Design Creation in SPOT... |
spotCreateDesignBasicDoe | Create a full factorial design based on the number of dimensions and the number of design points |
spotCreateDesignDoeR3 | Create a factorial design with resolution III |
spotCreateDesignFrF2 | Create a resolution III design with center point based on the number of dimensions and the number of design points |
spotCreateDesignLhd | Create a design based on the number of dimensions and the number of design points |
spotCreateDesignLhs | Create a resolution III design with center point based on the number of dimensions and the number of design points |
spotGenerateSequentialDesign | Generate Design for next sequential evaluation |
spotGenerateSequentialDesignOcba | Generate Design for next sequential evaluation with OCBA |
spotGetMergedDataMatrixB | Get Merged Data Matrix B |
spotGetOptions | Set all options by conf-file or by default |
spotGetRawDataMatrixB | Get Raw Data Matrix B |
spotGetRawResData | Get Raw Result Data |
spotGui | Start the SPOT GUI |
spotInterface... | General Help on SPOT... |
spotMcoInfill | Sorting by NDS-rank and Hypervolume Contribution, with known points |
spotMcoSort | Sorting by NDS-rank and Hypervolume Contribution |
spotMexicanHatFunction | Single objective test functions for SPOT |
spotNormDesign | spotNormDesign() |
spotOcba | Optimal Computing Budget Allocation OCBA for SPOT |
spotOptim | spotOptim: optim-like spot interface |
spotOptimInterface | Interface for Target Functions |
spotParetoOptMulti | Multi criteria optimization of predicted surrogate models |
spotPlotBst | Plot Best Solution Found so far |
spotPredict... | General Help on Prediction models in SPOT... |
spotPredictDice | Meta Model Interface: Dice Kriging |
spotPredictEarth | Meta Model Interface: Multivariate Adaptive Regression Spline |
spotPredictForrester | Meta Model Interface: Forresters 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 |
spotPredictLmOptim | Meta Model Interface: Spot Predictor Linear Model Optimized |
spotPredictMlegp | Meta Model Interface: Maximum Likelihood Estimation for Gaussian Processes, Kriging |
spotPredictOptMulti | Optimize predicted meta model |
spotPredictPsvm | Meta Model Interface: Penalized Support Vector Machine |
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 |
spotPrepareData | Prepare Data for SPOT |
spotRastriginFunction | Single objective test functions for SPOT |
spotReadBstFile | Read .bst File |
spotReadRoi | Spot Read ROI |
spotReport3d | 3d Plot of Meta Model - Report Function |
spotReportContour | Model Contour Plot - Report Function |
spotReportDefault | Default Report |
spotReportMetaDefault | Default Report for Meta Runs |
spotReportSens | Sensitivity Report |
spotRgpTargetFunction | Target function for RGP / SPOT tuning |
spotROI | Region Of Interest Constructor |
spotRosenbrockFunction | Single objective test functions for SPOT |
spotRosenbrockGradientFunction | Single objective test functions for SPOT |
spotRsm | rsm Model |
spotSixHumpFunction | Single objective test functions for SPOT |
spotSmsEmoa | SMS-EMOA: S-Metric-Selection Evolutionary Multiobjective 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 |
spotWildFunction | Single objective test functions for SPOT |
spotWriteAroi | Spot Write Aroi |
spotWriteBest | Spot Write Best |
spotWriteDes | Spot Write Design |
Testfunctions | Single objective test functions for SPOT |