Genetic algorithm based reactive scheduling (1st report, modification of production schedule for delays of manufacturing processes)

Yoshitaka Tanimizu; Tatsuhiko Sakaguchi; Nobuhiro Sugimura

doi:10.1299/kikaic.69.2458

Genetic algorithm based reactive scheduling (1st report, modification of production schedule for delays of manufacturing processes)

Yoshitaka Tanimizu^*, Tatsuhiko Sakaguchi, Nobuhiro Sugimura

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Abstract

A systematic method is eagerly required to modify the predetermined production schedules in order to cope with unforeseen changes in manufacturing systems, such as delays of manufacturing processes. The objective of the present research is to propose a scheduling method based on GA (Genetic Algorithm) for modifying delayed production schedules reactively. A prototype of reactive scheduling system is developed and applied to scheduling problems. The effectiveness of the proposed method is verified through the comparison of the experimental results of the reactive scheduling with the ones of the rule-based real-time scheduling.

Original language	English
Pages (from-to)	2458-2463
Number of pages	6
Journal	Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
Volume	69
Issue number	9
DOIs	https://doi.org/10.1299/kikaic.69.2458
Publication status	Published - 2003 Sept
Externally published	Yes

Keywords

Delays of manufacturing processes
Genetic algorithm
Reactive scheduling

ASJC Scopus subject areas

Mechanics of Materials
Mechanical Engineering
Industrial and Manufacturing Engineering

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10.1299/kikaic.69.2458

Cite this

Genetic algorithm based reactive scheduling (1st report, modification of production schedule for delays of manufacturing processes). / Tanimizu, Yoshitaka; Sakaguchi, Tatsuhiko; Sugimura, Nobuhiro.
In: Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, Vol. 69, No. 9, 09.2003, p. 2458-2463.

Research output: Contribution to journal › Article › peer-review

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Genetic algorithm based reactive scheduling (1st report, modification of production schedule for delays of manufacturing processes)

Abstract

Keywords

ASJC Scopus subject areas

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