Estimation of Distribution Algorithm for Grammar-Guided Genetic Programming

Genetic variation operators in grammar-guided genetic programming are fundamental to guide the evolutionary process in search and optimization problems. However, they show some limitations, mainly derived from an unbalanced exploration and local-search trade-off. This paper presents an estimation of...

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Vydané v:	Evolutionary computation Ročník 32; číslo 4; s. 339
Hlavní autori:	Criado, Pablo Ramos, Rolanía, D Barrios, de la Hoz, David, Manrique, Daniel
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 02.12.2024
Predmet:	Algorithms Biological Evolution Computer Simulation Genetic Variation Humans Models, Genetic Stochastic Processes estimation of distribution algorithms search-space exploration Grammar-guided genetic programming local search, locality genetic variation operators
ISSN:	1530-9304, 1530-9304
On-line prístup:	Zistit podrobnosti o prístupe
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