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A two-stage RNN-based deep reinforcement learning approach for solving the parallel machine scheduling problem with due dates and family setups
Li, Funing; Lang, Sebastian; Hong, Bingyuan; Reggelin, … - In: Journal of Intelligent Manufacturing 35 (2023) 3, pp. 1107-1140
As an essential scheduling problem with several practical applications, the parallel machine scheduling problem (PMSP) with family setups constraints is difficult to solve and proven to be NP-hard. To this end, we present a deep reinforcement learning (DRL) approach to solve a PMSP considering...
Persistent link: https://www.econbiz.de/10015193603
Cover Image
A two-stage RNN-based deep reinforcement learning approach for solving the parallel machine scheduling problem with due dates and family setups
Li, Funing; Lang, Sebastian; Hong, Bingyuan; Reggelin, … - In: Journal of Intelligent Manufacturing 35 (2023) 3, pp. 1107-1140
As an essential scheduling problem with several practical applications, the parallel machine scheduling problem (PMSP) with family setups constraints is difficult to solve and proven to be NP-hard. To this end, we present a deep reinforcement learning (DRL) approach to solve a PMSP considering...
Persistent link: https://www.econbiz.de/10015402110