Grammatical Evolution with Codons Selection Order as Intensification Process
Título del documento: Grammatical Evolution with Codons Selection Order as Intensification Process
Revista: Computación y sistemas
Base de datos:
Número de sistema: 000607906
ISSN: 1405-5546
Autores: 1
1
1
Instituciones: 1Universidad de Guanajuato, Departamento de Estudios Organizacionales, México
Año:
Periodo: Abr-Jun
Volumen: 28
Número: 2
Paginación: 837-846
País: México
Idioma: Inglés
Resumen en inglés Grammar Evolution (GE) can be considered a form of Genetic Programming (GP) that has become very popular in the field of Automatic Programming (AP) over the last few years. There has been a lot of research on different aspects of GE, including its parts; the Search Engine, Mapping Process, and Grammar. However, it has been shown that it is possible to select the codons randomly to improve the GE, using a random permutation. This paper introduces a new approach to intensify a solution using permutation heuristics to guide the codon selection order. A non-parametric test was applied to discern between the results obtained by the proposal and those obtained by the canonical GE version and the GE with random permutations.
Keyword: Grammatical evolution,
Symbolic regression,
Intensification
Texto completo: Texto completo (Ver PDF) Texto completo (Ver HTML)