GOMOP function generator.

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Description

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

Usage

1
makeGOMOPFunction(dimensions = 2L, funs = list())

Arguments

dimensions

[integer(1)]
Size of corresponding parameter space.

funs

[list]
List of single-objective smoof functions.

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, …, f_n are the single objective smoof functions with box constraints [l_i, u_i], i = 1, …, n, then

f(x) = ≤ft(f_1(l_1 + x * (u_1 - l_1)), …, f_1(l_1 + x * (u_1 - l_1))\right)

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

Value

[smoof_multi_objective_function]

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