Rastrigin Function
One of the most popular single-objective test functions consists of many local optima and is thus highly multimodal with a global structure. The implementation follows the formula
f(\mathbf{x}) = 10n + ∑_{i=1}^{n} ≤ft(\mathbf{x}_i^2 - 10 \cos(2π \mathbf{x}_i)\right).
The box-constraints are given by \mathbf{x}_i \in [-5.12, 5.12] for i = 1, …, n.
makeRastriginFunction(dimensions)
dimensions |
[ |
[smoof_single_objective_function
]
L. A. Rastrigin. Extremal control systems. Theoretical Foundations of Engineering Cybernetics Series. Nauka, Moscow, 1974.
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