A Review of Reinforcement Learning Based Intelligent Optimization for Manufacturing Scheduling

As the critical component of manufacturing systems, production scheduling aims to optimize objectives in terms of profit, efficiency, and energy consumption by reasonably determining the main factors including processing path, machine assignment, execute time and so on. Due to the large scale and st...

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Veröffentlicht in:	Complex System Modeling and Simulation Jg. 1; H. 4; S. 257 - 270
Hauptverfasser:	Wang, Ling, Pan, Zixiao, Wang, Jingjing
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Tsinghua University Press 01.12.2021
Schlagworte:	manufacturing scheduling reinforcement learning (rl) scheduling optimization
ISSN:	2096-9929, 2096-9929
Online-Zugang:	Volltext
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