The “One-fifth Rule” with Rollbacks for Self-Adjustment of the Population Size in the (1 + (λ,λ)) Genetic Algorithm

Self-adjustment of parameters can significantly improve the performance of evolutionary algorithms. A notable example is the (1 + (λ,λ)) genetic algorithm, where adaptation of the population size helps to achieve the linear running time on the OneMax problem. However, on problems which interfere wit...

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Egile Nagusiak:	Anton Olegovich Bassin, Maxim Viktorovich Buzdalov, Anatoly Abramovich Shalyto
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Yaroslavl State University 2020-12-01
Saila:	Моделирование и анализ информационных систем
Gaiak:	parameter adaptation (1 + (λ,λ)) ga linear functions max-3sat
Sarrera elektronikoa:	https://www.mais-journal.ru/jour/article/view/1438
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