- Tytuł:
- Exploring random permutations effects on the mapping process for grammatical evolution
- Autorzy:
-
Zúñiga, Blanca Verónica
Carpio, Juan Martín
Sotelo-Figueroa, Marco Aurelio
Espinal, Andrés
Purata-Sifuentes, Omar Jair
Ornelas, Manuel
Soria-Alcaraz, Jorge Alberto
Rojas, Alfonso - Powiązania:
- https://bibliotekanauki.pl/articles/384716.pdf
- Data publikacji:
- 2020
- Wydawca:
- Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
- Tematy:
-
grammatical evolution
mapping process
symbolic regression - Opis:
- Grammatical Evolution (GE) is a form of Genetic Programming (GP) based on Context-Free Grammar (CF Grammar). Due to the use of grammars, GE is capable of creating syntactically correct solutions. GE uses a genotype encoding and is necessary to apply a Mapping Process (MP) to obtain the phenotype representation. There exist some well-known MPs in the state-of-art like Breadth-First (BF), Depth-First (DF), among others. These MPs select the codons from the genotype in a sequential manner to do the mapping. The present work proposes a variation in the selection order for genotype’s codons; to achieve that, it is applied a random permutation for the genotype’s codons order-taking in the mapping. The proposal’s results were compared using a statistical test with the results obtained by the traditional BF and DF using the Symbolic Regression Problem (SRP) as a benchmark.
- Źródło:
-
Journal of Automation Mobile Robotics and Intelligent Systems; 2020, 14, 1; 65-72
1897-8649
2080-2145 - Pojawia się w:
- Journal of Automation Mobile Robotics and Intelligent Systems
- Dostawca treści:
- Biblioteka Nauki
Artykuł