An Inverse Reinforcement Learning Algorithm with Population Evolution Mechanism for The Multi-objective Flexible Job-shop Scheduling Problem under Time-of-use Electricity Tariffs

Applied Soft Computing, Год журнала: 2025, Номер unknown, С. 112764 - 112764

Опубликована: Янв. 1, 2025

Язык: Английский

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Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions

Computers & Industrial Engineering, Год журнала: 2025, Номер unknown, С. 110856 - 110856

Опубликована: Янв. 1, 2025

Язык: Английский

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A novel deep self-learning method for flexible job-shop scheduling problems with multiplicity: Deep reinforcement learning assisted the fluid master-apprentice evolutionary algorithm

Swarm and Evolutionary Computation, Год журнала: 2025, Номер 94, С. 101907 - 101907

Опубликована: Март 14, 2025

Язык: Английский

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EFJSP-IBDR: Energy-efficient flexible job shop scheduling under incentive-based demand response via graph reinforcement learning with dual attention mechanism

Expert Systems with Applications, Год журнала: 2025, Номер unknown, С. 127340 - 127340

Опубликована: Апрель 1, 2025

Язык: Английский

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Guofu Ding A deep reinforcement learning method based on Hindsight experience replay for multi-objective dynamic job-shop scheduling problem

Expert Systems with Applications, Год журнала: 2025, Номер unknown, С. 127989 - 127989

Опубликована: Май 1, 2025

Язык: Английский

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Application of Levy flight-based harmony search algorithm for the flexible job shop scheduling

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Май 24, 2025

Язык: Английский

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Multi-objective flexible job-shop scheduling via graph attention network and reinforcement learning

The Journal of Supercomputing, Год журнала: 2024, Номер 81(1)

Опубликована: Дек. 15, 2024

Язык: Английский

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