Resolución de Problema de Formación de Celdas de Manufactura Utilizando la Metaheurística Spider Monkey

Translated title of the contribution: Resolution of the manufacturing cell formation problem using the Spider Monkey Metaheuristic

RICARDO JAVIER SOTO DE GIORGIS, BRODERICK CRAWFORD LABRIN, Samara Castillo, Rodrigo Olivares

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The Manufacturing Cell Design Problem (MCDP) consists on the grouping of machines, from a production plant, into independent manufacturing cells. The idea is that each cell processes families of parts, thus reducing movements of the parts among cells. The main reason to perform this procedure is to reduce cost and time in the production of parts. To solve this problem, we use the Spider Monkey Optimization metaheuristic (SMO), an algorithm based on nature that has a fission-fusion social structure. This has resolved 90 instances of the problem of manufacturing cells, taken from the experiments of Boctor. The results obtained have shown that the SMO algorithm is able to successfully reach all the optimal values.

Translated title of the contributionResolution of the manufacturing cell formation problem using the Spider Monkey Metaheuristic
Original languagePortuguese
Title of host publicationMemorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies
EditorsAlvaro Rocha, Manuel Perez Cota, Adolfo Lozano-Tello, Ramiro Goncalves
PublisherIEEE Computer Society
Pages1-7
Number of pages7
ISBN (Electronic)9789899843486
DOIs
StatePublished - 27 Jun 2018
Event13th Iberian Conference on Information Systems and Technologies, CISTI 2018 - Caceres, Spain
Duration: 13 Jun 201816 Jun 2018

Publication series

NameIberian Conference on Information Systems and Technologies, CISTI
Volume2018-June
ISSN (Print)2166-0727
ISSN (Electronic)2166-0735

Conference

Conference
CountrySpain
CityCaceres
Period13/06/1816/06/18

Keywords

  • Manufacturing Cell Design Problem
  • Metaheuristic
  • Optimization
  • Spider Monkey Optimization Algorithm

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