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The application of evolution strategies to the optimal design of electromagnetic devices is investigated. The corresponding field analysis is performed by the finite element method. The strategies involve a simplified simulation of biological evolution. They are especially advantageous in the case of strongly nonlinear optimization problems. The three strategies used are the (1+1), the
Preis et al. (1990) studied this question.