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Consideración de las soluciones overlapping en la selección y parametrización de los operadores genéticos de un algoritmo evolutivo aplicado al flow-shop

Authors: Gonzalez, Begoña; Frutos, Mariano; Rossit, Daniel Alejandro; Mendez, Máximo;

Consideración de las soluciones overlapping en la selección y parametrización de los operadores genéticos de un algoritmo evolutivo aplicado al flow-shop

Abstract

En años recientes, se ha notado un crecimiento en el desarrollo de algoritmospara problemas en entornos de producción flow-shop. Nuestro estudio seenfoca en un análisis exhaustivo de un algoritmo evolutivo para el cual se utilizarondos criterios de evaluación: makespan y total tardiness. Se analizan diferentes operadoresgenéticos para evaluar su impacto en diversidad y convergencia, prestandoespecial atención a las soluciones overlapping. Los resultados buscan mejorar lacomprensión y proporcionar directrices prácticas para aplicaciones reales.

Fil: Frutos, Mariano. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería; Argentina

Fil: Rossit, Daniel Alejandro. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Matemática Bahía Blanca. Universidad Nacional del Sur. Departamento de Matemática. Instituto de Matemática Bahía Blanca; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería; Argentina

53 Jornadas Argentinas de Informática (JAIIO 53) - 50ª Conferencia Latinoamericana de Informática (L CLEI 2024)

Fil: Gonzalez, Begoña. Universidad de Las Palmas de Gran Canaria; España

Fil: Mendez, Máximo. Universidad de Las Palmas de Gran Canaria; España

Sociedad Argentina de Informática

Universidad Nacional del Sur

Argentina

Keywords

ALGORITMOS EVOLUTIVOS, FLOW SHOP, OPTIMIZACION, https://purl.org/becyt/ford/2.11, OVERLAPPING, https://purl.org/becyt/ford/2

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green