Combining meta-heuristics and Q-learning for scheduling lot-streaming hybrid flow shops with consistent sublots

The hybrid flow shop scheduling problem

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Management, Industrial Engineering, Operations Management +11

Directional routing and scheduling for green vehicular delay tolerant networks

Yuanyuan Zeng, Kai Xiang, Deshi Li et al. · Wireless Networks · 2012 · 301 citations

Computing, Computer Science, Computer Systems +14

Dynamic job-shop scheduling using reinforcement learning agents

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Management, Manufacturing Engineering, Operations Management +13

Application of reinforcement learning for agent-based production scheduling

Yi-Chi Wang, John M. Usher · Engineering Applications of Artificial Intelligence · 2004 · 233 citations

Engineering, Industrial Engineering, Manufacturing Engineering +12

A Self-Learning Discrete Jaya Algorithm for Multiobjective Energy-Efficient Distributed No-Idle Flow-Shop Scheduling Problem in Heterogeneous Factory System

Fuqing Zhao, Ru Ma, Ling Wang · IEEE Transactions on Cybernetics · 2021 · 198 citations

Management, Industrial Engineering, Manufacturing Engineering +15