Hybrid simulation and ga for a flexible flow shop problem with variable processors and re-entrant flow

German Mendez-Giraldo, Lindsay Alvarez-Pomar, Carlos Franco

Resultado de la investigación: Capítulo en Libro/Reporte/ConferenciaContribución a la conferencia

Resumen

The problem of FFSP (Flexible Flow Shop Problem) has been sufficiently investigated due to its importance for production programming and control, although many of the solution methods have been based on GA (Genetic Algorithm) and simulation, these techniques have been used in deterministic environments and under specific conditions of the problem, that is, complying with restrictions given in the Graham notation. In this paper we describe an application of these techniques to solve a very particular case where manual work stations and equipment with different degrees of efficiency, technological restrictions, recirculation process are used. The nesting of the GA is used within a simulation process. It is showed that the method proposed in adjustment and efficiency is better compared with other heuristics, in addition to the benefits of using different techniques in series to solve problems of real manufacturing environments.

Idioma originalInglés estadounidense
Título de la publicación alojadaApplied Computer Sciences in Engineering - 5th Workshop on Engineering Applications, WEA 2018, Proceedings
EditoresEduyn Ramiro Lopez-Santana, Juan Carlos Figueroa-Garcia, Jose Ignacio Rodriguez-Molano
EditorialSpringer
Páginas246-256
Número de páginas11
ISBN (versión impresa)9783030003494
DOI
EstadoPublicada - 2018
Evento5th Workshop on Engineering Applications, WEA 2018 - Medellín, Colombia
Duración: oct 17 2018oct 19 2018

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen915
ISSN (versión impresa)1865-0929

Conferencia

Conferencia5th Workshop on Engineering Applications, WEA 2018
PaísColombia
CiudadMedellín
Período10/17/1810/19/18

All Science Journal Classification (ASJC) codes

  • Informática (todo)
  • Matemáticas (todo)

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