Improved Dynamic Q-Learning Algorithm to Solve the Lot-Streaming Flowshop Scheduling Problem with Equal-Size Sublots

The lot-streaming flowshop scheduling problem with equal-size sublots (ELFSP) is a significant extension of the classic flowshop scheduling problem, focusing on optimize makespan. In response, an improved dynamic Q-learning (IDQL) algorithm is proposed, utilizing makespan as feedback. To prevent bli...

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Bibliographic Details

Published in:	Complex System Modeling and Simulation Vol. 4; no. 3; pp. 223 - 235
Main Authors:	Wang, Ping, De Leone, Renato, Sang, Hongyan
Format:	Journal Article
Language:	English
Published:	Tsinghua University Press 01.09.2024
Subjects:	dynamic search flowshop sechduling lot-streaming q-learning reward function
ISSN:	2096-9929, 2097-3705
Online Access:	Get full text
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