Solving the manufacturing cell design problem using the artificial bee colony algorithm

Ricardo Soto, Broderick Crawford, Leandro Vásquez, Roberto Zulantay, Ana Jaime, Maykol Ramírez, Boris Almonacid

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

2 Citas (Scopus)

Resumen

The manufacturing cell design problem (MCDP) proposes to divide an industrial production plant into a number of manufacturing cells. The main objective is to identify an organization of machines and parts in a set of manufacturing cells to allow the transport of parts to be minimized. In this research, the metaheuristic algorithm called Artificial Bee Colony (ABC) is implemented to solve the MCDP. The ABC algorithm is inspired by the ability of bees to get food, the way they look for it and exploit it. We performed two types of experiments using two and three cells, giving a total of 90 problems that have been used to solve the MCDP using ABC. In the results experiments, good results are obtained solving the 90 proposed problems and reaching the 90 global optimum values. Finally, the results are contrasted with two classical metaheuristics and two modern metaheuristics.

Idioma originalInglés
Título de la publicación alojadaMulti-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Proceedings
EditoresSomnuk Phon-Amnuaisuk, Swee-Peng Ang, Soo-Young Lee
EditorialSpringer Verlag
Páginas473-484
Número de páginas12
ISBN (versión impresa)9783319694559
DOI
EstadoPublicada - 2017
Publicado de forma externa
Evento11th Multi-disciplinary International Workshop on Artificial Intelligence, MIWAI 2017 - Gadong, Brunéi Darussalam
Duración: 20 nov. 201722 nov. 2017

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen10607 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia11th Multi-disciplinary International Workshop on Artificial Intelligence, MIWAI 2017
País/TerritorioBrunéi Darussalam
CiudadGadong
Período20/11/1722/11/17

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