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Dynamic Cell Formation Problem (DCFP) seeks to cope with variation in part mix and demands using machine relocation, replication, and removing; whilst from practical point of view it is too hard to move machines between cells or invest on machine replication. To cope with this deficiency, this paper addresses Reconfigurable Dynamic Cell Formation Problem (RDCFP) in which machine modification is conducted instead of their relocation or replication in order to enhance machine capabilities to process wider range of production tasks. In this regard, a mixed integer nonlinear mathematical model is proposed, which is NP-hard. To cope with the proposed model's intractability, an Imperialist Competitive Algorithm (ICA) is developed, whose obtained results are compared with those of Genetic Algorithm's (GA's), showing superiority and outperformance of the developed ICA.
@article{RO_2014__48_1_75_0,
author = {Rabbani, Masoud and Samavati, Mehran and Ziaee, Mohammad Sadegh and Rafiei, Hamed},
title = {Reconfigurable {Dynamic} {Cellular} {Manufacturing} {System:} {A} {New} {Bi-Objective} {Mathematical} {Model}},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {75--102},
publisher = {EDP-Sciences},
volume = {48},
number = {1},
year = {2014},
doi = {10.1051/ro/2013054},
mrnumber = {3177878},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/ro/2013054/}
}
TY - JOUR AU - Rabbani, Masoud AU - Samavati, Mehran AU - Ziaee, Mohammad Sadegh AU - Rafiei, Hamed TI - Reconfigurable Dynamic Cellular Manufacturing System: A New Bi-Objective Mathematical Model JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2014 SP - 75 EP - 102 VL - 48 IS - 1 PB - EDP-Sciences UR - http://geodesic.mathdoc.fr/articles/10.1051/ro/2013054/ DO - 10.1051/ro/2013054 LA - en ID - RO_2014__48_1_75_0 ER -
%0 Journal Article %A Rabbani, Masoud %A Samavati, Mehran %A Ziaee, Mohammad Sadegh %A Rafiei, Hamed %T Reconfigurable Dynamic Cellular Manufacturing System: A New Bi-Objective Mathematical Model %J RAIRO - Operations Research - Recherche Opérationnelle %D 2014 %P 75-102 %V 48 %N 1 %I EDP-Sciences %U http://geodesic.mathdoc.fr/articles/10.1051/ro/2013054/ %R 10.1051/ro/2013054 %G en %F RO_2014__48_1_75_0
Rabbani, Masoud; Samavati, Mehran; Ziaee, Mohammad Sadegh; Rafiei, Hamed. Reconfigurable Dynamic Cellular Manufacturing System: A New Bi-Objective Mathematical Model. RAIRO - Operations Research - Recherche Opérationnelle, Tome 48 (2014) no. 1, pp. 75-102. doi: 10.1051/ro/2013054
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