TY - GEN
T1 - Resolución de Problema de Formación de Celdas de Manufactura Utilizando la Metaheurística Spider Monkey
AU - Soto, Ricardo
AU - Crawford, Broderick
AU - Castillo, Samara
AU - Olivares, Rodrigo
N1 - Publisher Copyright:
© 2018 AISTI.
PY - 2018/6/27
Y1 - 2018/6/27
N2 - 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.
AB - 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.
KW - Manufacturing Cell Design Problem
KW - Metaheuristic
KW - Optimization
KW - Spider Monkey Optimization Algorithm
UR - http://www.scopus.com/inward/record.url?scp=85049873924&partnerID=8YFLogxK
U2 - 10.23919/CISTI.2018.8399304
DO - 10.23919/CISTI.2018.8399304
M3 - Conference contribution
AN - SCOPUS:85049873924
T3 - Iberian Conference on Information Systems and Technologies, CISTI
SP - 1
EP - 7
BT - Memorias 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
A2 - Rocha, Alvaro
A2 - Cota, Manuel Perez
A2 - Lozano-Tello, Adolfo
A2 - Goncalves, Ramiro
PB - IEEE Computer Society
T2 - 13th Iberian Conference on Information Systems and Technologies, CISTI 2018
Y2 - 13 June 2018 through 16 June 2018
ER -