Título: Uma Nova Variante para Algoritmos Genéticos Baseada na Recombinação por Transformação de Bactérias
Autores: Adriana Pinheiro, George Pereira, Reginaldo Filho and Claudomiro Júnior
Resumo:
The Genetic Algorithm (GA) is a branch of evolu-tionary algorithms that has been proving power and success as astrategy to optimize various problems, but they may suffer fromthe slow and premature convergence of results, impacting thefinal efficiency obtained. In this perspective, variants of the GAare being developed, seeking to obtain greater convergence andprecision of results. This work proposes the Recombination byTransformation Genetic Algorithm (RTGA) that brings a newgenetic operator based on recombination by transformation ofbacteria. The same was compared with other variants of the AGin the optimization of four evaluation functions and it obtainedall the best overall optimum.
Palavras-chave:
Evolutionary Computation, Genetic Algorithms, Optimization Problem, Recombination by Transformation.
Páginas: 6
Código DOI: 10.21528/CBIC2021-115
Artigo em pdf: CBIC_2021_paper_115.pdf
Arquivo BibTeX: CBIC_2021_115.bib