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Updated: Jan 11, 2026

Operation of the Collaborative Composite Manufacturing CCM System
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GA-HPO PPO:一种用于动态灵活工作车间调度的混合算法

Yiming Zhou1, Jun Jiang2, Qining Shi3

  • 1College of Artificial Intelligence and Robotics, Hunan University, Changsha 410082, China.

Sensors (Basel, Switzerland)
|November 13, 2025
PubMed
概括

一个新的混合算法,GA-HPO PPO,有效地解决了动态灵活工作室调度问题 (DFJSP). 这种方法提高了调度性能,减少了逾期任务,并改善了动态制造环境的融合.

关键词:
动态灵活的工作车间安排问题遗传算法是一种遗传算法.混合算法是混合算法.超参数优化超参数优化接近政策优化近接政策优化强化学习是一种强化学习.

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