A reinforcement learning based memetic algorithm for energy-efficient distributed two-stage flexible job shop scheduling problem

Abstract Given the increasingly severe environmental challenges, distributed green manufacturing has garnered significant academic and industrial interest. This paper addresses the distributed two-stage flexible job shop scheduling problem (DTFJSP) under time-of-use (TOU) electricity pricing, with t...

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Bibliographic Details
Main Authors: Kaifeng Geng, Li Liu, Shaoxing Wu
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-81064-z
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