Sequential Parameter Optimization Toolbox


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Documentation for package ‘SPOT’ version 2.5.18

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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