makeGOMOPFunction function

GOMOP function generator.

Construct a multi-objective function by putting together multiple single-objective smoof functions.

makeGOMOPFunction(dimensions = 2L, funs = list())

Arguments

• dimensions: [integer(1)]

  Size of corresponding parameter space.

• funs: [list]

  List of single-objective smoof functions.

Returns

[smoof_multi_objective_function]

Details

The decision space of the resulting function is restricted to $[0,1]^d$. Each parameter $x$ is stretched for each objective function. I.e., if $f_1, \ldots, f_n$ are the single objective smoof functions with box constraints $[l_i, u_i], i = 1, \ldots, n$, then

for $x \in [0,1]^d$ where the additions and multiplication are performed component-wise.