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...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Anton Olegovich Bassin, Maxim Viktorovich Buzdalov, Anatoly Abramovich Shalyto
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Yaroslavl State University 2020-12-01
Sarja:	Моделирование и анализ информационных систем
Aiheet:	parameter adaptation (1 + (λ,λ)) ga linear functions max-3sat
Linkit:	https://www.mais-journal.ru/jour/article/view/1438
Tagit:	Lisää tagi Ei tageja, Lisää ensimmäinen tagi!