Integrated Scheduling of Multi-Objective Job Shops and Material Handling Robots with Reinforcement L...
Integrated Scheduling of Multi-Objective Job Shops and Material Handling Robots with Reinforcement Learning Guided Meta-Heuristics
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Author / Creator
Xu, Zhangying , Jia, Qi , Gao, Kaizhou , Fu, Yaping , Yin, Li and Sun, Qiangqiang
Publisher
Basel: MDPI AG
Journal title
Language
English
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Publication information
Publisher
Basel: MDPI AG
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Scope and Contents
Contents
This study investigates the integrated multi-objective scheduling problems of job shops and material handling robots (MHR) with minimising the maximum completion time (makespan), earliness or tardiness, and total energy consumption. The collaborative scheduling of MHR and machines can enhance efficiency and reduce costs. First, a mathematical model...
Alternative Titles
Full title
Integrated Scheduling of Multi-Objective Job Shops and Material Handling Robots with Reinforcement Learning Guided Meta-Heuristics
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Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_b0260c8f3aa8427ea87697f6b2e94205
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b0260c8f3aa8427ea87697f6b2e94205
Other Identifiers
ISSN
2227-7390
E-ISSN
2227-7390
DOI
10.3390/math13010102
