TY - JOUR
T1 - Modeling and optimization for a generic multi-level production scheduling
AU - Shi, Rui Feng
AU - Zhou, Yi Min
AU - Zhou, Hong
AU - Shangguan, Chun Xia
PY - 2007/12
Y1 - 2007/12
N2 - To solve generic multi-level production scheduling problem exisiting in most aerospace enterprises, an integrated optimization model was put forward. According to characteristics of multi-level production scheduling, a modeling strategy of decomposition-coordination and its solution were proposed. After constructing independent optimization models for each level's sub-problem, the ready times for upper-levels jobs and the machine release time for upper-levels' production were coordinated from lower-level to upper-level in turn, which achieved optimal solutions to each level and thus produced the final satisfactory solution to the overall problem. A numerical case study, which was coming from a real tri-level satellite production scheduling, was employed to verify and validate the modeling and optimization strategy. Result revealed that the method outperformed the conventional algorithms on both effectiveness and practicability.
AB - To solve generic multi-level production scheduling problem exisiting in most aerospace enterprises, an integrated optimization model was put forward. According to characteristics of multi-level production scheduling, a modeling strategy of decomposition-coordination and its solution were proposed. After constructing independent optimization models for each level's sub-problem, the ready times for upper-levels jobs and the machine release time for upper-levels' production were coordinated from lower-level to upper-level in turn, which achieved optimal solutions to each level and thus produced the final satisfactory solution to the overall problem. A numerical case study, which was coming from a real tri-level satellite production scheduling, was employed to verify and validate the modeling and optimization strategy. Result revealed that the method outperformed the conventional algorithms on both effectiveness and practicability.
KW - Decompose-coordinate strategy
KW - Evolutionary algorithm
KW - Multi-level production scheduling
KW - Multi-objective optimization
UR - https://www.scopus.com/pages/publications/38649118538
M3 - 文章
AN - SCOPUS:38649118538
SN - 1006-5911
VL - 13
SP - 2395
EP - 2405
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 12
ER -