Resolving the manufacturing cell design problem using the flower pollination algorithm

RICARDO JAVIER SOTO DE GIORGIS, BRODERICK CRAWFORD LABRIN, Rodrigo Olivares, Michele De Conti, Ronald Rubio, Boris Almonacid, Stefanie Niklander

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

3 Citas (Scopus)

Resumen

The Manufacturing cell design problem focuses on the creation of an optimal distribution of the machinery on a productive plant, through the creation of highly independent cells where the parts of certain products are processed. The main objective is to reduce the movements between this cells, decreasing production times, costs and getting other advantages. To find solutions to this problem, in this paper, the usage of the Flower Pollination Algorithm is proposed, which is one of the many nature-based algorithms, which in this case is inspired in the Pollination of the flowers, and has shown great capacities in the resolution of complex problems. Experimental results are shown, with 90 instances taken from Boctor’s experiments, where the optimum is achieved in all them.

Idioma originalInglés
Título de la publicación alojadaMulti-disciplinary Trends in Artificial Intelligence - 10th International Workshop, MIWAI 2016, Proceedings
EditoresFrieder Stolzenburg, Abhaya Nayak, Fangzhen Lin, Chattrakul Sombattheera
EditorialSpringer Verlag
Páginas184-195
Número de páginas12
ISBN (versión impresa)9783319493961
DOI
EstadoPublicada - 1 ene 2016
Evento10th Multi-Disciplinary International Workshop on Artificial Intelligence, MIWAI 2016 - Chiang Mai, Tailandia
Duración: 7 dic 20169 dic 2016

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen10053 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia10th Multi-Disciplinary International Workshop on Artificial Intelligence, MIWAI 2016
País/TerritorioTailandia
CiudadChiang Mai
Período7/12/169/12/16

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