In this document is presented the development of a methodological proposal for calculating Recurrence Plots adjusted through evolutionary algorithms, as contrast of the classical proposal presented into the literature. In this way, the book summarizes the process and the development of a thesis made into LAMIC research group (Laboratorio de Automática e Inteligencia Computacional), since 2014 at the end until 2015 at the end, too.
