TY - JOUR
T1 - Integrating genetic algorithm with time control for just-in-time scheduling problems
AU - Chen, Junru
AU - Weng, Wei
AU - Rong, Gang
AU - Fujimura, Shigeru
N1 - Funding Information:
The authors acknowledge the support of the Grant-in-Aid for International Collaboration Research (2014) from Kitakyushu Foundation for the Advancement of Industry, Science and Technology (FAIS), Japan, and the National High Technology R&D Program of China (2013AA040701).
PY - 2015/5/1
Y1 - 2015/5/1
N2 - To reduce inventory costs and increase customer satisfaction in a real production environment, Just-in-Time (JIT) manufacturing should be combined with more flexibility. Flexibility in manufacturing system ensures improved product quality and mass customization. In this paper, we consider flexible job-shop problem (FJSP) to include several types of flexibility. Prior research on JIT scheduling problems paid little attention to flexible job shop systems. In this paper, an optimization method for FJSP for JIT manufacturing was proposed, genetic algorithm and time control are integrated to improve the JIT performance. Computational simulations and comparisons demonstrate that the proposed method shows more competitive performance than other evolutionary algorithms.
AB - To reduce inventory costs and increase customer satisfaction in a real production environment, Just-in-Time (JIT) manufacturing should be combined with more flexibility. Flexibility in manufacturing system ensures improved product quality and mass customization. In this paper, we consider flexible job-shop problem (FJSP) to include several types of flexibility. Prior research on JIT scheduling problems paid little attention to flexible job shop systems. In this paper, an optimization method for FJSP for JIT manufacturing was proposed, genetic algorithm and time control are integrated to improve the JIT performance. Computational simulations and comparisons demonstrate that the proposed method shows more competitive performance than other evolutionary algorithms.
KW - Arrival time control
KW - Flexible job-shop
KW - Genetic algorithm
KW - Just-in-time
KW - Production planning and scheduling
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U2 - 10.1016/j.ifacol.2015.06.196
DO - 10.1016/j.ifacol.2015.06.196
M3 - Conference article
AN - SCOPUS:84953881252
VL - 28
SP - 893
EP - 897
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
SN - 2405-8963
IS - 3
T2 - 15th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2015
Y2 - 11 May 2015 through 13 May 2015
ER -