Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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Proceedings - Winter Simulation Conference. IEEE - Institute of Electrical and Electronics Engineers Inc., 2010. S. 2504-2515.
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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TY - CHAP
T1 - Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness
AU - Pickardt, Christoph
AU - Branke, Jürgen
AU - Hildebrandt, Torsten
AU - Heger, Jens
AU - Scholz-Reiter, Bernd
N1 - Conference code: 43
PY - 2010
Y1 - 2010
N2 - Dispatching rules play an important role especially in semiconductor manufacturing scheduling, because these fabrication facilities are characterized by high complexity and dynamics. The process of developing and adapting dispatching rules is currently a tedious, largely manual task. Coupling Genetic Programming (GP), a global optimization meta-heuristic from the family of Evolutionary Algorithms, with a stochastic discrete event simulation of a complex manufacturing system we are able to automatically generate dispatching rules for a scenario from semiconductor manufacturing. Evolved dispatching rules clearly outperform manually developed rules from literature.
AB - Dispatching rules play an important role especially in semiconductor manufacturing scheduling, because these fabrication facilities are characterized by high complexity and dynamics. The process of developing and adapting dispatching rules is currently a tedious, largely manual task. Coupling Genetic Programming (GP), a global optimization meta-heuristic from the family of Evolutionary Algorithms, with a stochastic discrete event simulation of a complex manufacturing system we are able to automatically generate dispatching rules for a scenario from semiconductor manufacturing. Evolved dispatching rules clearly outperform manually developed rules from literature.
KW - Engineering
KW - Complex manufacturing systems
KW - Dispatching rules
KW - Metaheuristic
KW - Semiconductor manufacturing
KW - Weighted tardiness
UR - http://www.scopus.com/inward/record.url?scp=79951607461&partnerID=8YFLogxK
U2 - 10.1109/WSC.2010.5678946
DO - 10.1109/WSC.2010.5678946
M3 - Article in conference proceedings
AN - SCOPUS:79951607461
SN - 978-1-4244-9866-6
SP - 2504
EP - 2515
BT - Proceedings - Winter Simulation Conference
PB - IEEE - Institute of Electrical and Electronics Engineers Inc.
T2 - 43rd Winter Simulation Conference - WSC 2010
Y2 - 5 December 2010 through 8 December 2010
ER -