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 |
buildPCA | buildPCA |
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 |
expectedImprovement | Expected Improvement |
funBaBSimHospital | Optimization of the BaBSim.Hospital Simulator |
funBard | funBard |
funBeale | funBeale |
funBox3d | funbox3D |
funBranin | funBranin |
funBrownBs | funbrownBs |
funCosts | funCosts |
funCyclone | Objective function - Cyclone Simulation: Barth/Muschelknautz |
funFreudRoth | funFreundRoth |
funGauss | funGauss |
funGoldsteinPrice | Goldstein-Price Test Function |
funGulf | funGulf |
funHelical | funHelical |
funIshigami | Ishigami Test Function |
funJennSamp | funjennSamp |
funMeyer | funMeyer |
funOptimLecture | funOptimLecture |
funPowellBs | funPowellBs |
funPowellS | funpowellS |
funRosen | funRosen |
funRosen2 | funRosen2 |
funShiftedSphere | funShiftedSphere |
funSoblev99 | Sobol and Levitan Test Function |
funSphere | funSphere |
funSring | funSring |
getCosts | getCosts |
getNatDesignFromCoded | Get natural parameter values from coded +-1 representation |
infillEI | Expected Improvement Infill Criterion |
infillExpectedImprovement | infillExpectedImprovement |
init_ring | init_ring |
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 |
perceptron | perceptron |
plotBestObj | Plot Best Objective Value |
plotData | Interpolated plot |
plotFunction | Surface plot of a function |
plotModel | Surface plot of a model |
plotPCA | plotPCA |
plotPCAvariance | plotPCAvariance |
predict.cvModel | predict.cvModel |
predict.spotBOModel | Prediction method for bayesian optimization model |
prepareBestObjectiveVal | Preprocess y Values to Plot Best Objective Value |
repeatsOCBA | Optimal Computing Budget Allocation |
resSpot | S-Ring Simulation Data Obtained With SPOT |
resSpot2 | S-Ring Simulation Data Obtained With SPOT |
ring | ring |
sann2spot | Interface SANN to SPOT |
satter | Satterthwaite Function |
simulate.kriging | Kriging Simulation |
simulateFunction | simulateFunction |
SPOT | Sequential Parameter Optimization Toolbox |
spot | spot |
spotAlgEs | Evolution Strategy Implementation |
spotCleanup | Clean up |
spotControl | spotControl |
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 |
thetaNugget | thetaNugget |
thetaNuggetGradient | thetaNuggetGradient |
wrapBatchTools | wrapBatchTools |
wrapFunction | Function Evaluation Wrapper |
wrapFunctionParallel | Parallelized Function Evaluation Wrapper |
wrapSystemCommand | wrapSystemCommand |