makeAlpine01Function: Alpine01 function

In jakobbossek/smoof: Single and Multi-Objective Optimization Test Functions

Alpine01 function

Description

Highly multi-modal single-objective optimization test function. It is defined as

f(\mathbf{x}) = \sum_{i = 1}^{n} |\mathbf{x}_i \sin(\mathbf{x}_i) + 0.1\mathbf{x}_i|

with box constraints \mathbf{x}_i \in [-10, 10] for i = 1, \ldots, n.

Usage

makeAlpine01Function(dimensions)

Arguments

dimensions

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

Value

An object of class SingleObjectiveFunction, representing the Alpine01 Function.

[smoof_single_objective_function]

References

S. Rahnamyan, H. R. Tizhoosh, N. M. M. Salama, A Novel Population Initialization Method for Accelerating Evolutionary Algorithms, Computers and Mathematics with Applications, vol. 53, no. 10, pp. 1605-1614, 2007.

jakobbossek/smoof documentation built on Feb. 17, 2024, 2:23 a.m.