We demonstrate the use of evolution strategies in the search for low energy conformations of atomic clusters. OUr results indicate that the search process can be performed efficiently without having to relax the cluster structure as is done in genetic algorithm approaches. The evolution strategy is tested on small clusters of silicon atoms.
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