Revista ELECTRO
Vol. 44 – Año 2022
Artículo
TÍTULO
Comparison between Evolutionary Algorithms in Height Adjustment in a Pneumatic Levitator
AUTORES
García Mejía Juan Fernando, López Pérez Miguel Ángel, Garduño Ruíz Genaro, Segundo Lovera José Félix, Granda Gutiérrez Everardo Efrén, Vázquez Robledo Ricardo Arturo, Colín Rivas Laura
RESUMEN
Palabras Clave:
ABSTRACT
This proposal presents a comparative study between three heuristic methods applied in the gain tuning of a Proportional-Integral-Derivative controller, applied to the height regulation of a pneumatic levitator, this is a mechanical device that aims to raise an object from the variations of a certain air flow supplied by a fan. The purpose of this comparison is to determine the use feasibility in automatic control of a new evolutionary algorithm called Cuckoo Search, a heuristic supported by the behavior of Cuckoo birds, which is modelable by Levy’s flight, a stochastic process that depends only on its present value. The results show that the Cuckoo Search is more stable with respect to the number of executions than the genetic algorithms and differential evolution used in this case of study.
Keywords: Cuckoo Search, Pneumatic levitator, Levy’s flight
REFERENCIAS
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CITAR COMO:
García Mejía Juan Fernando, López Pérez Miguel Ángel, Garduño Ruíz Genaro, Segundo Lovera José Félix, Granda Gutiérrez Everardo Efrén, Vázquez Robledo Ricardo Arturo, Colín Rivas Laura, "Comparison between Evolutionary Algorithms in Height Adjustment in a Pneumatic Levitator", Revista ELECTRO, Vol. 44, 2022, pp. 83-87.
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