研究论文
An integrated optimization method for multi-load AGVs and FJSP production scheduling based on DDQN-MCTS hybrid algorithm
Jian Zhang, Hongbing Yang, Yaping Zhu, Xinyu Zhang, Yuchen Gao, Yingying Tian
Soochow University
来源Expert Systems with Applications
年份2025
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学术脉络
学科主题
工程Advanced Manufacturing and Logistics Optimization
Digital Transformation in Industry · Scheduling and Optimization Algorithms
参考文献 34
Bandit Based Monte-Carlo Planning
被引 2,902Levente Kocsis, Csaba Szepesvári · Lecture notes in computer science · 2006
A Formal Basis for the Heuristic Determination of Minimum Cost Paths
被引 12,564Peter Hart, Nils J. Nilsson, Bertram Raphael · IEEE Transactions on Systems Science and Cybernetics · 1968
A Time Window Approach to Simultaneous Scheduling of Machines and Material Handling System in an FMS
被引 310Ümit Bilge, Gündüz Ulusoy · Operations Research · 1995
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引用本文 6
HGA-MPPO: A unified heterogeneous graph attention and multi-policy PPO framework for AGV-assisted flexible job shop scheduling
被引 4Xiaoyu Yang, Yuyan Han, Yuting Wang · Swarm and Evolutionary Computation · 2026
Integrated optimization of uncertain production and scheduling-based opportunistic maintenance strategy for a multi-machine flow shop
被引 1Jingjing Wang, Dandan Song, Mohan Zhang · Reliability Engineering & System Safety · 2026
Energy-aware flexible open shop scheduling with multi-load automated guided vehicle by graph reinforcement learning assisted memetic algorithm
被引 1Weihua Tan, Chaoyang Chen, Ming Lu · Expert Systems with Applications · 2026
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