SPOT-package | Sequential Parameter Optimization Toolbox |
buildBO | Bayesian Optimization Model Interface |
buildCVModel | buildCVModel |
buildEnsembleStack | Ensemble: Stacking |
buildGaussianProcess | Gaussian Process Model Interface |
buildKriging | Build Kriging Model |
buildKrigingDACE | Build DACE model |
buildLasso | Lasso Model Interface |
buildLM | Linear Model Interface |
buildLOESS | Build LOESS Model |
buildRandomForest | Random Forest Interface |
buildRanger | ranger Interface |
buildRSM | Build Response Surface Model |
buildTreeModel | Tree Regression Interface |
checkArrival | checkArrival |
code2nat | Transform coded values to natural values |
dataGasSensor | Gas Sensor Data |
descentSpotRSM | Descent RSM model |
designLHD | Latin Hypercube Design Generator |
designUniformRandom | Uniform Design Generator |
diff0 | diff0 |
doParallel | Parallel execution of code, dependent on the operating system |
evalMarkovChain | evalMarkovChain |
expectedImprovement | Expected Improvement |
funBaBSimHospital | Optimization of the BaBSim.Hospital Simulator |
funBBOBCall | funBBOBCall |
funBranin | funBranin |
funCosts | funCosts |
funCyclone | Objective function - Cyclone Simulation: Barth/Muschelknautz |
funGoldsteinPrice | Goldstein-Price Test Function |
funIshigami | Ishigami Test Function |
funMarkovChain | funMarkovChain |
funOptimLecture | funOptimLecture |
funRosen | funRosen |
funRosen2 | funRosen2 |
funSoblev99 | Sobol and Levitan Test Function |
funSphere | funSphere |
funSring | funSring |
generateMCPrediction | generateMCPrediction |
getCosts | getCosts |
getNatDesignFromCoded | Get natural parameter values from coded +-1 representation |
infillEI | Expected Improvement Infill Criterion |
infillExpectedImprovement | infillExpectedImprovement |
init_ring | init_ring |
modelMarkovChain | modelMarkovChain |
normalizeMatrix | Normalize design |
normalizeMatrix2 | Normalize design 2 |
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 | optimNLOPTR. Minimization by NLOPT |
parseTunedRegionModel | parseTunedRegionModel |
perceptron | perceptron |
plotBestObj | Plot Best Objective Value |
plotData | Interpolated plot |
plotFunction | Surface plot of a function |
plotModel | Surface plot of a model |
plotPrediction | plotPrediction |
plotRegion | plotRegion |
plotRegionByName | plotRegionByName |
plotSIRModel | plotSIRModel |
predict.cvModel | predict.cvModel |
prepareBestObjectiveVal | Preprocess y Values to Plot Best Objective Value |
preprocessCdeInputData | preprocessCdeInputData |
preprocessCdeTestData | preprocessCdeTestData |
preprocessInputData | preprocessInputData |
preprocessTestData | preprocessTestData |
regionPopulation | Region Population Data |
regionTest | Region Test Data |
regionTrain | Region Train Data |
repeatsOCBA | Optimal Computing Budget Allocation |
resSpot | S-Ring Simulation Data Obtained With SPOT |
resSpot2 | S-Ring Simulation Data Obtained With SPOT |
resTuneRegionModel | Tuned Region Model Data |
ring | ring |
sann2spot | Interface SANN to SPOT |
satter | Satterthwaite Function |
sequentialBifurcation | Sequential Bifurcation |
simulate.kriging | Kriging Simulation |
simulateFunction | simulateFunction |
SPOT | Sequential Parameter Optimization Toolbox |
spot | spot |
spotAlgEs | Evolution Strategy Implementation |
spotCleanup | Clean up |
spotLoop | Sequential Parameter Optimization Main Loop |
spotPlotPower | spotPlotPower |
spotPlotSeverity | spotPlotSeverity |
spotPower | spotPower |
spotSeverity | spotSeverity |
sring | sring |
sringRes1 | S-Ring Simulation Data |
sringRes2 | S-Ring Simulation Data |
sringRes3 | S-Ring Simulation Data |
subgroups | Return effects for each subgroup |
thetaNugget | thetaNugget |
thetaNuggetGradient | thetaNuggetGradient |
tuneRegionModel | tuneRegionModel |
wrapBatchTools | wrapBatchTools |
wrapFunction | Function Evaluation Wrapper |
wrapFunctionParallel | Parallelized Function Evaluation Wrapper |
wrapSystemCommand | wrapSystemCommand |