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A batch scheduling method for multi-production line hybrid flow shop integrating genetic algorithm and deep reinforcement learning

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Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Ahead of Print.
Aiming at the Batch Scheduling Problem for Multi-Production Line Hybrid Flow Shop (BSP-MPLHFS) with batch constraints and functional differences among production lines, a hierarchical iterative optimization method integrating an Improved Genetic Algorithm ...