Alessandro Marques de Oliveira
University of the State of Minas Gerais (UEMG), Carangola, Minas Gerais, Brazil
Publications
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Research Article
Artificial Neural Networks in The Perception of Genetic Differentiation Caused by Migration
Author(s): Maria Eduarda Farias Pigaiani, Marciane da Silva Oliveira*, Leticia Rodrigues Vidon, Alessandro Marques de Oliveira and Cosme Damiao Cruz
Understanding genetic diversity is exceptionally important in order to ensure variability and viability among populations of the same species. Genetic diversity among populations is a consequence of different evolutionary mechanisms that act on them, resulting in different genotypic and allelic frequencies between generations and their future generations; among the different evolutionary mechanisms is migration or gene flow. Self-Organizing Maps (SOM) is an interesting tool to organize and map populations, in addition to highlighting the effects of genetic diversity caused by different evolutionary mechanisms, including migration. The objective of this work was to verify the effects of migration along the generations, analyzing them according to the Conventional Techniques of Biostatistics - Nei, Hedrick and Tocher Cluster Statistics - and, later, to analyze if the self-organizing map.. Read More»

