Simulation-based deep reinforcement learning for multi-objective identical parallel machine scheduling problem

In the shipbuilding industry, traditional optimization studies based on linear programming and constraint programming have been conducted to solve mid-term or long-term scheduling problems. However, due to the extensive computational time, these methods face limitations in addressing short-term sche...

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Bibliographic Details
Main Authors: Sohyun Nam, Young-in Cho, Jong Hun Woo
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:International Journal of Naval Architecture and Ocean Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2092678224000487