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

Key Points

• 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.