Sequential Parameter Optimization Toolbox


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Documentation for package ‘SPOT’ version 2.0.6

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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