SPOT-package | Sequential Parameter Optimization Toolbox |
buildEnsembleStack | Ensemble: Stacking |
buildKriging | Build Kriging Model |
buildKrigingDACE | Build DACE model |
buildLM | Linear Model Interface |
buildLOESS | Build LOESS Model |
buildRandomForest | Random Forest 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 |
funCyclone | Objective function - Cyclone Simulation: Barth/Muschelknautz |
funSphere | Sphere Test Function |
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 |
repeatsOCBA | Optimal Computing Budget Allocation |
SPOT | Sequential Parameter Optimization Toolbox |
spot | Sequential Parameter Optimization |
spotAlgEs | Evolution Strategy Implementation |
spotLoop | Sequential Parameter Optimization Main Loop |
wrapFunction | Function Evaluation Wrapper |