A2-CMA-ES: a hybrid CMA-ES with adaptive archive for complex engineering design

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Enhanced optimization is achieved using an adaptive archive and CMA-ES algorithm in engineering design problems.
The adaptive archive allows for better management of solutions, facilitating the exploration of complex design spaces.
Implementation involves a hybrid approach combining traditional optimization techniques with modern strategies.
Results indicate that the algorithm significantly outperforms standard methods in specific engineering scenarios.

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Analysis reveals enhanced optimization in engineering design through a hybrid CMA-ES approach, suggesting improvements.

Xi et al. (2026) studied this question.

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