Abstract
In the paper three new mechanisms for maintaining population diversity in (μ,λ)-evolution strategies are introduced: deterministic modification of standard deviations, crowding, and elitism. The proposed mechanisms are experimentally verified with the use of optimal shape designing of rotating variable-thickness annular elastic discs problem.
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Dębski, R., Dreżewski, R., Kisiel-Dorohinicki, M. (2008). Maintaining Population Diversity in Evolution Strategy for Engineering Problems. In: Nguyen, N.T., Borzemski, L., Grzech, A., Ali, M. (eds) New Frontiers in Applied Artificial Intelligence. IEA/AIE 2008. Lecture Notes in Computer Science(), vol 5027. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69052-8_40
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DOI: https://doi.org/10.1007/978-3-540-69052-8_40
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