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Intelligent optimisation for integrated process planning and scheduling
Li, Weidong; Wang, Lihui; Li, Xinyu; Gao, Liang - In: Multi-objective evolutionary optimisation for product …, (pp. 305-324). 2011
Persistent link: https://www.econbiz.de/10009311568
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A Cooperative Hierarchical Deep Reinforcement Learning Based Multi-Agent Method for Distributed Job Shop Scheduling Problem with Random Job Arrivals
Huang, Jiang-Ping; Gao, Liang; Li, Xinyu - 2023
Distributed manufacturing has been an important trend in the industrial field, in which the production cost can be reduced through the cooperation among factories. In the real production, the random job arrivals are regular for the enterprises with daily delivered production tasks. In the paper,...
Persistent link: https://www.econbiz.de/10014360368
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An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm
Si, Jinghua; Li, Xinyu; Gao, Liang; Li, Peigen - In: International journal of production research 62 (2024) 23, pp. 8260-8275
Persistent link: https://www.econbiz.de/10015095408