Solving manufacturing cell design problems using a shuffled frog leaping algorithm

Ricardo Soto, Broderick Crawford, Emanuel Vega, Franklin Johnson, Fernando Paredes

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

12 Citas (Scopus)

Resumen

The manufacturing Cell Design Problem (MCDP) is a well-known problem for lines of manufacture where the main goal is to minimize the inter-cell moves. To solve the MCDP we employ the Shuffled Frog Leaping Algorithm (SFLA), which is a metaheuristic inspired on the natural memetic features of frogs. The frog tries to leap all over the search space for a better result until the stopping criteria is met. The obtained results are compared with previous approaches of the algorithm to test the real efficiency of our proposed SFLA. The results show that the proposed algorithm produces optimal solutions for all the 50 studied instances.

Idioma originalInglés
Título de la publicación alojadaThe 1st International Conference on Advanced Intelligent System and Informatics, AISI 2015
EditoresAboul Ella Hassanien, Nashwa El-Bendary, Tarek Gaber, Nilanjan Dey
EditorialSpringer Verlag
Páginas253-261
Número de páginas9
ISBN (versión impresa)9783319266886
DOI
EstadoPublicada - 2016
Publicado de forma externa
Evento1st International Conference on Advanced Intelligent System and Informatics, AISI 2015 - Beni Suef, Egipto
Duración: 28 nov. 201530 nov. 2015

Serie de la publicación

NombreAdvances in Intelligent Systems and Computing
Volumen407
ISSN (versión impresa)2194-5357

Conferencia

Conferencia1st International Conference on Advanced Intelligent System and Informatics, AISI 2015
País/TerritorioEgipto
CiudadBeni Suef
Período28/11/1530/11/15

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