Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@Article{journals/jamris/Zuniga-NunezCSE20,

• author = "Blanca Veronica Zuniga-Nunez and Juan Martin Carpio and Marco Aurelio Sotelo-Figueroa and Andres Espinal and Omar Jair Purata-Sifuentes and Manuel Ornelas and Jorge Alberto Soria-Alcaraz and Alfonso Rojas Dominguez",
• title = "Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution",
• journal = "Journal of Automation, Mobile Robotics and Intelligent Systems",
• year = "2020",
• volume = "14",
• number = "1",
• pages = "65--72",
• month = jul,
• keywords = "genetic algorithms, genetic programming, grammatical evolution, mapping process, symbolic regression",
• ISSN = "1897-8649",
• bibdate = "2021-10-14",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/journals/jamris/jamris14.html#Zuniga-NunezCSE20",
• URL = "https://www.jamris.org/index.php/JAMRIS/article/view/541",
• URL = "https://www.jamris.org/index.php/JAMRIS/article/view/541/541",
• DOI = "doi:10.14313/JAMRIS/1-2020/8",
• size = "8 pages",
• abstract = "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 genotypes codons; to achieve that, it is applied a random permutation for the genotype codons order-taking in the mapping. The proposal 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.",
• notes = "J. Autom. Mob. Robotics Intell. Syst office@jamris.org PIAP",

}

Genetic Programming entries for Blanca Veronica Zuniga-Nunez Juan Martin Carpio-Valadez Marco Aurelio Sotelo Figueroa Andres Espinal Jimenez Omar Jair Purata-Sifuentes Manuel Ornelas-Rodriguez Jorge Alberto Soria-Alcaraz Alfonso Rojas-Dominguez

Citations