# Build a workflow to do the sensitivity analysis for the model "Ishigami"
x1 <- make.mtkFactor(name="x1", distribName="unif",
distribPara=list(min=-pi, max=pi))
x2 <- make.mtkFactor(name="x2", distribName="unif",
distribPara=list(min=-pi, max=pi))
x3 <- make.mtkFactor(name="x3", distribName="unif",
distribPara=list(min=-pi, max=pi))
ishi.factors <- mtkExpFactors(list(x1,x2,x3))
designer <- mtkNativeDesigner("BasicMonteCarlo",
information=list(size=20))
model <- mtkNativeEvaluator("Ishigami" )
analyser <- mtkNativeAnalyser("Regression", information=list(nboot=20) )
ishiReg <- mtkExpWorkflow(expFactors=ishi.factors,
processesVector=c( design=designer,
evaluate=model,
analyze=analyser)
)
run(ishiReg)
# Extract the process "design" or "evaluate" from the workflow for other uses
designer <- getProcess(ishiReg, "design")
evaluator <- getProcess(ishiReg, "evaluate")
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