An Experimental Study of Operator Choices in the $$(1+(\lambda ,\lambda ))$$ Genetic Algorithm

Author:

Bassin Anton,Buzdalov Maxim

Publisher

Springer International Publishing

Reference12 articles.

1. Bassin, A., Buzdalov, M.: The 1/5-th rule with rollbacks: on self-adjustment of the population size in the $$(1+(\lambda ,\lambda ))$$ GA. In: Proceedings of Genetic and Evolutionary Computation Conference Companion, pp. 277–278 (2019). https://arxiv.org/abs/1904.07284

2. Buzdalov, M., Doerr, B.: Runtime analysis of the $$(1 + (\lambda , \lambda ))$$ genetic algorithm on random satisfiable 3-CNF formulas. In: Proceedings of Genetic and Evolutionary Computation Conference, pp. 1343–1350 (2017)

3. Carvalho Pinto, E., Doerr, C.: Towards a more practice-aware runtime analysis of evolutionary algorithms (2018). https://arxiv.org/abs/1812.00493

4. Dang, N., Doerr, C.: Hyper-parameter tuning for the $$(1+(\lambda ,\lambda ))$$ GA. In: Proceedings of Genetic and Evolutionary Computation Conference, pp. 889–897 (2019)

5. Doerr, B., Doerr, C.: Optimal static and self-adjusting parameter choices for the $$(1+(\lambda,\lambda ))$$ genetic algorithm. Algorithmica 80(5), 1658–1709 (2018). https://doi.org/10.1007/s00453-017-0354-9

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