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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Bibliographic Details

Published in:	Complex System Modeling and Simulation Vol. 1; no. 4; pp. 257 - 270
Main Authors:	Wang, Ling, Pan, Zixiao, Wang, Jingjing
Format:	Journal Article
Language:	English
Published:	Tsinghua University Press 01.12.2021
Subjects:	manufacturing scheduling reinforcement learning (rl) scheduling optimization
ISSN:	2096-9929, 2096-9929
Online Access:	Get full text
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