#' FES2 test function generator.
#'
#' @param in.dim [\code{integer(1)}] \cr
#' Size of parameter space.
#' @param out.dim [\code{integer(1)}] \cr
#' Size of target space. Must be three.
#' @return A \code{mooFunction}.
#'
#' @references
#' wfg [49]
#'
#' @aliases fes2 FES2
generateFES2 = function(in.dim = 30L, out.dim = 3L) {
in.dim = asCount(in.dim)
out.dim = asCount(out.dim)
if (out.dim != 3L)
stop("FES2 supports only out.dim = 3.")
param.set = makeNumericParamSet(id = "x", len = in.dim, lower = 0, upper = 1)
paretoSet = NULL
paretoFront = NULL
mooFunction(
name = "fes2",
id = sprintf("fes2-%id-%id", in.dim, out.dim),
fun = fes2,
in.dim = in.dim,
out.dim = out.dim,
param.set = param.set,
paretoSet = paretoSet,
paretoFront = paretoFront)
}
# Definiton of fes2
fes2 = function(x) {
n = length(x)
f1 = sum((x - 0.5 * cos(10 * pi * (1:n) / n) - 0.5)^2)
f2 = sum(abs(x - sin((1:n) - 1)^2 * cos((1:n) - 1)^2)^0.5)
f3 = sum(abs(x - 0.25 * cos((1:n) - 1) * cos(2 * (1:n) - 2) - 0.5)^0.5)
return(c(f1, f2, f3))
}
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