Sequential Parameter Optimization


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Documentation for package ‘SPOT’ version 1.0.2662

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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