SPOT-package | Sequential Parameter Optimization Toolbox |
buildCVModel | buildCVModel |
buildEnsembleStack | Ensemble: Stacking |
buildKriging | Build Kriging Model |
buildKrigingDACE | Build DACE model |
buildLM | Linear Model Interface |
buildLOESS | Build LOESS Model |
buildRandomForest | Random Forest Interface |
buildRanger | ranger Interface |
buildRSM | Build Response Surface Model |
dataGasSensor | Gas Sensor Data |
descentSpotRSM | Descent RSM model |
designLHD | Latin Hypercube Design Generator |
designUniformRandom | Uniform Design Generator |
expectedImprovement | Expected Improvement |
funBranin | funBranin |
funCyclone | Objective function - Cyclone Simulation: Barth/Muschelknautz |
funOptimLecture | funOptimLecture |
funRosen | funRosen |
funSphere | funSphere |
infillExpectedImprovement | infillExpectedImprovement |
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 | Minimization by NLOPT |
plotData | Interpolated plot |
plotFunction | Surface plot of a function |
plotModel | Surface plot of a model |
predict.cvModel | predict.cvModel |
repeatsOCBA | Optimal Computing Budget Allocation |
satter | Satterthwaite Function |
simulate.kriging | Kriging Simulation |
simulateFunction | Simulation-based Function Generator |
SPOT | Sequential Parameter Optimization Toolbox |
spot | Sequential Parameter Optimization |
spotAlgEs | Evolution Strategy Implementation |
spotLoop | Sequential Parameter Optimization Main Loop |
wrapBatchTools | wrapBatchTools |
wrapFunction | Function Evaluation Wrapper |
wrapFunctionParallel | Parallelized Function Evaluation Wrapper |
wrapSystemCommand | wrapSystemCommand |