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

Yoshitaka Tanimizu, Tatsuhiko Sakaguchi, Nobuhiro Sugimura

Research output: Contribution to journalArticle

4 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 languageEnglish
Pages (from-to)2458-2463
Number of pages6
JournalNippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
Volume69
Issue number9
Publication statusPublished - 2003 Sep
Externally publishedYes

Keywords

  • Delays of manufacturing processes
  • Genetic algorithm
  • Reactive scheduling

ASJC Scopus subject areas

  • Mechanics of Materials
  • Mechanical Engineering
  • Industrial and Manufacturing Engineering

Fingerprint Dive into the research topics of 'Genetic algorithm based reactive scheduling (1st report, modification of production schedule for delays of manufacturing processes)'. Together they form a unique fingerprint.

  • Cite this