SAVE.controls: Control parameters for kriging process.

In SAVE: Bayesian Emulation, Calibration and Validation of Computer Models

Description

Returns a list suitable as the kriging.controls argument of the SAVE function.

Usage

SAVE.controls(lower = NULL, upper = NULL, optim.method = "BFGS", parinit = NULL,...)

Arguments

lower	(see below)
upper	optional vector containing the bounds of the correlation parameters for optimization in function km in package DiceKriging. The default values are given by covParametersBounds.
optim.method	an optional character string indicating which optimization method is chosen for the likelihood maximization. "BFGS" is the optim quasi-Newton procedure of package stats, with the method "L-BFGS-B". "gen" is the genoud genetic algorithm (using derivatives) from package rgenoud (>= 5.3.3).
parinit	an optional vector containing the initial values for the variables to be optimized over. If no vector is given, an initial point is generated as follows. For method "gen", the initial point is generated uniformly inside the hyper-rectangle domain defined by lower and upper. For method "BFGS", some points (see control below) are generated uniformly in the domain. Then the best point with respect to the likelihood (or penalized likelihood, see penalty) criterion is chosen.
...	arguments for SAVE.controls if they are not given explicitly. Current version deprecates any other argument different than those listed above.

Value

a list of parameters that are allowed to be passed to the km function in package DiceKriging.

lower	(see above)
upper	(see above)
optim.method	(see above)
parinit	(see above)

Author(s)

Jesus Palomo, Rui Paulo and Gonzalo Garcia-Donato

See Also

See Also DiceKriging for more details on the parametes.

Examples

## Not run: 
	library(SAVE)
	sc  <- SAVE.controls(lower = 0.2, upper = 0.7, optim.method = "BFGS")
	sc1 <- SAVE.controls(lower = 0.2, upper = 0.7, optim.method = "BFGS",
				coef.var=1, coef.trend=0)
	### In this case, the parameters \code{coef.var} and \code{coef.trend} 
	### will be deprecated since \code{\link{SAVE}} does not allow to fix 
	### any parameter different than: \code{lower}, \code{upper}, 
	### \code{optim.method} and \code{parinit}.
 
## End(Not run)

SAVE documentation built on May 2, 2019, 6:10 a.m.