A modified genetic algorithm approach has been applied to atomic Ar clusters and molecular water clusters up to (H2O)13. Several genetic operators are discussed which are suitable for real-valued space-fixed atomic coordinates and Euler angles. The performance of these operators has been systematically investigated. For atomic systems, it is found that a mix of operators containing a coordinate-averaging operator is optimal. For angular coordinates, the situation is less clear. It appears that inversion and two-point crossover operators are the best choice.
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Niesse et al. (1997) studied this question.
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